{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Getting Heads 2\n", "\n", "This notebook aims to develop a new method of head detection using insights gained from the first version of this data. This new effort improves on the previous one in two main ways:\n", "\n", "* head selection is performed using Text Fabric templates, which offers a clearer, more transparent way to select and filter data\n", "* aims to track and address all edge cases\n", "\n", "Most of the rationale and rules generated in [getting_heads.ipynb](getting_heads.ipynb) are carried over to this present notebook." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "from tf.app import use\n", "from IPython.display import display\n", "import collections, random, csv, re, textwrap\n", "import pandas as pd\n", "import matplotlib.pyplot as plt\n", "import seaborn as sns" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Using etcbc/bhsa/tf - c r1.4 in /Users/cody/text-fabric-data\n", "Using etcbc/phono/tf - c r1.1 in /Users/cody/text-fabric-data\n", "Using etcbc/parallels/tf - c r1.1 in /Users/cody/text-fabric-data\n" ] }, { "data": { "text/markdown": [ "**Documentation:** BHSA Character table Feature docs bhsa API Text-Fabric API 7.2.1 Search Reference" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
Loaded features:\n", "

BHSA = Biblia Hebraica Stuttgartensia Amstelodamensis: book book@ll chapter code det freq_lex function g_word g_word_utf8 gloss gn label language lex lex_utf8 ls nametype nu number otype pdp prs_gn prs_nu prs_ps ps qere qere_trailer qere_trailer_utf8 qere_utf8 rank_lex rela sp st trailer trailer_utf8 txt typ verse voc_lex voc_lex_utf8 vs vt mother oslots

Parallel Passages: crossref

Phonetic Transcriptions: phono phono_trailer

" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
API members:\n", "C Computed, Call AllComputeds, Cs ComputedString
\n", "E Edge, Eall AllEdges, Es EdgeString
\n", "ensureLoaded, TF, ignored, loadLog
\n", "L Locality
\n", "cache, error, indent, info, reset
\n", "N Nodes, sortKey, sortKeyTuple, otypeRank, sortNodes
\n", "F Feature, Fall AllFeatures, Fs FeatureString
\n", "S Search
\n", "T Text
" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "A = use('ETCBC/bhsa', hoist=globals())" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "# configure display\n", "A.displaySetup(condenseType='phrase', withNodes=True, end=50, extraFeatures={'st'})" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "def show_subphrases(phrase, direction=L.d):\n", " '''\n", " A simple function to print subphrases\n", " and their relations to each other.\n", " '''\n", " for sp in direction(phrase, 'subphrase'):\n", " \n", " mother = E.mother.f(sp)[0] if E.mother.f(sp) else ''\n", " mother_text = T.text(mother)\n", " \n", " print('-'*7 + str(sp) + '-'*16)\n", " print()\n", " print(f'{T.text(sp)} -{F.rela.v(sp)}-> {mother_text}')\n", " print(f'nodes: {sp} -{F.rela.v(sp)}-> {mother}')\n", " print(f'slots: {L.d(sp, \"word\")} -{F.rela.v(sp)}-> {L.d(mother or 0, \"word\")}')\n", " print('-'*30)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Defining Heads\n", "\n", "The basic definition of a phrase head from the previous version is carried over here, which is:\n", "> the word with a part of speech after which a phrase type is named\n", "\n", "As applied in the previous effort, this includes a secondary criterion:\n", "> the word which semantically determines grammatical agreement\n", "\n", "This latter case thus excludes quantifiers such as כל and cardinal numbers that are in construct or attribution to a given word.\n", "\n", "From the point of view of the ETCBC database, heads can be extracted using the `subphrase` object and its relations. These relations are not always coded in a transparent or beneficial way. But they are at least useful enough to disambiguate independent words from dependent words. From the ETCBC database perspective, we add a third criterion:\n", "> a word contained in an independent subphrase or a subphrase only dependent upon a quantifier\n", "\n", "# Pre-processing Data\n", "\n", "Before beginning the head selections, a number of important pre-processing tasks must be performed. This includes building up necessary custom sets that can be used to correctly select the heads, as well as accounting for shortcomings in the BHSA data. In this section the pre-processing is done." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Prepare Custom Sets\n", "\n", "Below I prepare a series of custom sets that can in turn be used in the head search templates. `A.search` takes an optional argument `sets` which is a dictionary of string keys and set values. The string keys can be written into search templates, so that a key of `wordKind`, for instance, can be entered into the template as if it is an object. All of the instantiations of `wordKind` are identified by looking at the set, which contains object nodes (e.g. word nodes). " ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "sets = {}" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### `iphrase_atom` (independent phrase atom)\n", "\n", "Below is a set of independent phrase atoms. This set is needed since phrase atoms can exist within a chain of other coordinate phrase atoms, which itself may begin with a dependent element. By definition, a head is not a dependent element. So only phrase atoms in independent chains should be allowed. This requires a recursive check down the phrase atom chain to ensure all relations are independent." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "254624 independent phrase atoms ready...\n" ] } ], "source": [ "def climb_pa_chain(relalist, phrase_atom):\n", " '''\n", " Recursive function that climbs \n", " down phrase_atom parallel chains\n", " to identify all relations in the chain.\n", " '''\n", " mother = E.mother.f(phrase_atom)[0]\n", " relalist.append(F.rela.v(mother))\n", " if F.rela.v(mother) == 'Para':\n", " climb_pa_chain(relalist, mother)\n", " \n", "# iterate through phrase atoms, apply climb_pa_chain, use resulting relations to select iphrase_atoms:\n", "independent_phrasea = [pa for pa in F.otype.s('phrase_atom') if F.rela.v(pa) == 'NA']\n", "for pa in F.rela.s('Para'): \n", " chained_relas = []\n", " climb_pa_chain(chained_relas, pa)\n", " if not set(chained_relas) - {'NA', 'Para'}: # <- dependency check happens here: only allowable relas are NA and Para\n", " independent_phrasea.append(pa)\n", " \n", "iphrase_atom = set(independent_phrasea)\n", "\n", "sets['iphrase_atom'] = iphrase_atom\n", "\n", "print(f'{len(iphrase_atom)} independent phrase atoms ready...')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### `quant` (quantifiers)\n", "\n", "Different lexemes are used to quantify nouns in the Hebrew Bible. Cardinal numbers are indicated in the BHSA with the feature `ls` (lexical set) and a value of `card`. However, other, more qualitative quantifiers are not formally marked, including lemmas such as כל or חצי. Also not included is the use of בן + cardinal number, where בן functions idiomatically as a part of the quantifying phrase rather than a true head. These cases are defined below and gathered into a `quant` set. " ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " 0.94s 75 results\n", "12453 custom quantifiers ready...\n" ] } ], "source": [ "custom_quants = {'KL/', 'MR=/', 'MSPR/'}\n", "\n", "quantlexs = '|'.join(custom_quants) # pipe separated string for optional use in search templates\n", "\n", "# for the Hebrew idiom: בנ + quantifier for age\n", "son_quantifiers = set(res[0] for res in A.search('''\n", "\n", "phrase_atom\n", " word lex=BN/ st=c nu=sg\n", " <: word ls=card\n", "\n", "''', silent=True))\n", "\n", "construct_quants = set(res[0] for res in A.search('''\n", "\n", "phrase_atom\n", " word lex=C>R=/|MSPR/ st=c\n", " <: word pdp=subs|nmpr\n", "\n", "''')\n", ")\n", "# for use as quantifier set\n", "quantifiers = set(w for w in F.otype.s('word')\n", " if F.lex.v(w) in custom_quants\n", " or F.ls.v(w) == 'card')\n", "\n", "quantifiers |= (son_quantifiers)\n", "\n", "sets['quant'] = quantifiers\n", "\n", "print(f'{len(quantifiers)} custom quantifiers ready...')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### `prep` (prepositions)\n", "\n", "Many prepositions are marked in BHSA with the feature `pdp` (phrase dependent part of speech) with a value of `prep`. However, this is not true of all prepositions. Other prepositions are marked with the `ls` (lexical set) feature with a value of `ppre` (potential preposition). Still other semi-prepositional lemmas are missed, such as פנה when used before ל (as in לפני), words indicating position, such as תוך (middle), קץ (end), or those indicating continuity such as עוד (still).\n", "\n", "Preposition definitions need to be further investigated and defended. Some terms that are pseudo-prepositional, such as פתח \"entrance\" (e.g. in פתח אהל \"entrance of a tent\"), are not included. More investigation is needed to determine sound criteria for prepositions as a discrete class." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "76878 custom prepositions ready...\n" ] } ], "source": [ "# prepare prepositions set\n", "\n", "preps = [w for w in F.otype.s('word') if F.pdp.v(w) == 'prep']\n", "\n", "# add special בד \"alone\" when it is \n", "# preceded by ל, with a meaning of \"except\"\n", "preps.extend(A.search('''\n", "\n", "prep:word lex=BD/\n", "/with/\n", "phrase_atom\n", " word pdp=prep lex=L\n", " <: prep\n", "/-/\n", "\n", "''', shallow=True, silent=True))\n", "\n", "# The prepositions below are lemma sets like פנה or תוך\n", "# These sets could benefit from further investigation\n", "preps.extend(A.search('''\n", "\n", "prep:word st=c lex=PNH/|TWK/|QY/|QYH=/|C/\n", "/with/\n", "phrase_atom\n", " word pdp=prep\n", " <: prep\n", "/-/\n", "/with/\n", "prep\n", "<: word ls=card\n", "/-/\n", "''', shallow=True, silent=True))\n", "\n", "# Below potential preps are added, but דרך is excluded\n", "# since this is a more speculative preposition\n", "preps.extend(A.search('''\n", "\n", "word ls=ppre st=c lex#DRK/\n", "\n", "''', shallow=True, silent=True))\n", "\n", "preps = set(preps)\n", "\n", "sets['prep'] = preps\n", "\n", "print(f'{len(preps)} custom prepositions ready...')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### `nonprep`, `quantprep`, and `nonquantprep`\n", "\n", "The custom prepositions defined below are often marked in BHSA with a `pdp` (phrase dependent part of speech) of `subs` (substantive) rather than `prep`. This results in unwanted selections. Furthermore, there are many cases where the selection of a quantifier is to be explicitly disallowed. The sets `nonprep`, `quantprep`, and `nonquantprep` enable exclusions or selections to be made without lengthening the search templates. " ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "414256 non-quantifying words ready\n", "349706 non-prepositional words ready\n", "337378 non-prepositional, non-quantifier words ready\n" ] } ], "source": [ "quantpreps = quantifiers|preps\n", "\n", "# non quantifiers\n", "non_quant = set(w for w in F.otype.s('word') if w not in quantifiers)\n", "\n", "# non prepositions\n", "non_prep = set(w for w in F.otype.s('word') if w not in preps)\n", "\n", "# non quantifiers or prepositions\n", "nonquantprep = set(w for w in F.otype.s('word') if w not in quantpreps)\n", "\n", "sets['nonprep'] = non_prep\n", "sets['nonquant'] = non_quant\n", "sets['nonquantprep'] = nonquantprep\n", "\n", "print(f'{len(non_quant)} non-quantifying words ready')\n", "print(f'{len(non_prep)} non-prepositional words ready')\n", "print(f'{len(nonquantprep)} non-prepositional, non-quantifier words ready')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### `postprep` and `nonpostprep`\n", "\n", "It is often necessary to ensure a word is or is not preceded immediately by a preposition. Due to the potential presence of an intervening article, these cases can become lengthy within the templates. These two sets provide a way to reference these words simply." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "76123 post prepositional words ready...\n", "350461 non-post prepositional words ready...\n" ] } ], "source": [ "precede_prep = A.search('''\n", "\n", "word\n", "/with/\n", "phrase_atom\n", " prep\n", " <: ..\n", "/or/\n", "phrase_atom\n", " prep\n", " <: word pdp=art\n", " <: ..\n", "/-/\n", "''', shallow=True, sets=sets, silent=True)\n", "\n", "postprep = set(precede_prep)\n", "nonpostprep = set(w for w in F.otype.s('word') if w not in postprep)\n", "\n", "sets['postprep'] = postprep\n", "sets['nonpostprep'] = nonpostprep\n", "\n", "print(f'{len(postprep)} post prepositional words ready...')\n", "print(f'{len(nonpostprep)} non-post prepositional words ready...')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Missing Relation Problems in BHSA\n", "\n", "The BHSA subphrases have several missing relations that prevent correct head selection. These missing relations illustrate the urgent need for a new data model that can address the shortcomings. Some of these issues may be due to limitations in the ETCBC data creation pipeline. For instance, in that pipeline, a word can only exist in a maximum of 3 subphrase relations. This limitation is caused by the outdated file format of [ps3.p](http://www.etcbc.nl/datacreation/#ps3.p). A second BHSA that is native to Text-Fabric could address this shortcoming easily.\n", "\n", "As a temporary solution, a set is created (`dword`, dependent word), which contains all words that *should* be in a dependent subphrase relation but are not. This set is in turn used to make a set of `iword` (independent word). For the heads selections, all templates will search for `iword` objects rather than simple `word`. " ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "dwords = set()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Missing `atr` and `rec`\n", "\n", "There are at least 96 cases in BHSA, found below, which lack a proper `atr` (attribution) or `rec` (nomen regens/rectum) subphrase relation. Manual inspection of the subphrase structures show that this is frequently the case due to the word existing in more than 3 subphrases (the max for ps3.p). Selecting these cases consists of the following parameters:\n", "\n", "* find all cases of `subs + subs` or `subs + adjv` in adjacent relation; intervention of a definite article is allowed\n", "* ensure that there is no subphrase that relates the second nominal element to the first\n", "* ensure that the first nominal is in the construct relation\n", "* OR ensure that (1) second nominal is an adjective, or (2) first nominal ends with maqef (e.g. כל־), or (3) nominal 1 and 2 occur together and alone in a subphrase.\n", "\n", "Coding all of these requirements results in a bit of a lengthy search pattern, but it is effective in isolating the relevant cases. The cases are searched for and displayed below. The head noun is highlighted in green, while the word in relation to it is in pink. Again, the pink words are words which SHOULD have a relation to the green word, but do not have one in BHSA." ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " 1.41s 45 results\n", " 2.25s 33 results\n" ] } ], "source": [ "missing_atr_rec = A.search('''\n", "\n", "phrase\n", " phrase_atom\n", " subs:nonquantprep pdp=subs|nmpr \n", "% stipulate that this word has some relation to the following word\n", "% there are various checks to weed out spurious results:\n", " /with/\n", " st=c\n", " /or/\n", " ..\n", " <: word pdp=adjv\n", " /or/\n", " trailer=&\n", " /or/\n", " s1:subphrase\n", " =: subs\n", " <: w1:word pdp=adjv|subs\n", " w1 := s1\n", " /-/\n", " \n", " <: ad:word pdp=adjv|subs\n", "% stipulate that this^ word has no relation to the first\n", " /without/\n", " s1:subphrase\n", " w1:word\n", " s2:subphrase rela=atr|adj|par|mod\n", " w2:word\n", " s1 " ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Numbers 21:26\n", "
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בְּ
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prep in
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מֶ֤לֶךְ
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subs king st=c
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מֹואָב֙
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nmpr Moab st=a
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הָֽ
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art the
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רִאשֹׁ֔ון
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adjv first st=a
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\n", "175628\n", "
שְׁמֹנֶה֩
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subs eight st=a
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\n", "175629\n", "
מֵאֹ֨ות
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subs hundred st=a
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\n", "175630\n", "
אֶ֤לֶף
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subs thousand st=a
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\n", "175631\n", "
אִֽישׁ־
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subs man st=a
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\n", "175632\n", "
חַ֨יִל֙
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subs power st=a
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\n", "375101\n", "
עַד־
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prep until
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עִדָּ֥ן
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subs time st=a
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וְ
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conj and
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עִדָּנִ֖ין
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subs time st=a
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וּ
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conj and
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פְלַ֥ג
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subs half st=c
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עִדָּֽן׃
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subs time st=a
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אֲלֵיהֶ֔ם
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prep to
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וְ
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conj and
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אֶל־
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prep to
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\n", "132884\n", "
כָּל־
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subs whole st=c
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\n", "132885\n", "
מִשְׁפַּ֛חַת
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subs clan st=c
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\n", "132886\n", "
בֵּית־
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subs house st=c
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\n", "132887\n", "
אֲבִ֥י
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subs father st=c
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אִמֹּ֖ו
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subs mother st=a
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\n", "179384\n", "
עֲשָׂרָ֨ה
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subs ten st=a
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\n", "179385\n", "
בָקָ֜ר
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subs cattle st=a
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\n", "179386\n", "
בְּרִאִ֗ים
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adjv fat st=a
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\n", "179387\n", "
וְ
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conj and
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\n", "179388\n", "
עֶשְׂרִ֥ים
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subs twenty st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "179389\n", "
בָּקָ֛ר
\n", "
subs cattle st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "179390\n", "
רְעִ֖י
\n", "
subs pasture st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "179391\n", "
וּ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "179392\n", "
מֵ֣אָה
\n", "
subs hundred st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "179393\n", "
צֹ֑אן
\n", "
subs cattle st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *6*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Proverbs 21:23\n", "
\n", "865306\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 865306 Subj NP\n", "
\n", "
\n", "\n", "
\n", "352627\n", "
שֹׁמֵ֣ר
\n", "
subs keep qal ptca st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "352628\n", "
פִּ֭יו
\n", "
subs mouth st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "352629\n", "
וּ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "352630\n", "
לְשֹׁונֹ֑ו
\n", "
subs tongue st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *7*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Exodus 38:31\n", "
\n", "682106\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 682106 Objc PP\n", "
\n", "
\n", "\n", "
\n", "51034\n", "
אֶת־
\n", "
prep <object marker>
\n", "\n", "\n", "
\n", "\n", "
\n", "51035\n", "
אַדְנֵ֤י
\n", "
subs pedestal st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "51036\n", "
הֶֽ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "51037\n", "
חָצֵר֙
\n", "
subs court st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 682106 Objc PP|AdvP\n", "
\n", "
\n", "\n", "
\n", "51038\n", "
סָבִ֔יב
\n", "
advb surrounding st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 682106 Objc PP|CP\n", "
\n", "
\n", "\n", "
\n", "51039\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 682106 Objc PP\n", "
\n", "
\n", "\n", "
\n", "51040\n", "
אֶת־
\n", "
prep <object marker>
\n", "\n", "\n", "
\n", "\n", "
\n", "51041\n", "
אַדְנֵ֖י
\n", "
subs pedestal st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "51042\n", "
שַׁ֣עַר
\n", "
subs gate st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "51043\n", "
הֶ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "51044\n", "
חָצֵ֑ר
\n", "
subs court st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "51045\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "51046\n", "
אֵ֨ת
\n", "
prep <object marker>
\n", "\n", "\n", "
\n", "\n", "
\n", "51047\n", "
כָּל־
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "51048\n", "
יִתְדֹ֧ת
\n", "
subs peg st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "51049\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "51050\n", "
מִּשְׁכָּ֛ן
\n", "
subs dwelling-place st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "51051\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "51052\n", "
אֶת־
\n", "
prep <object marker>
\n", "\n", "\n", "
\n", "\n", "
\n", "51053\n", "
כָּל־
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "51054\n", "
יִתְדֹ֥ת
\n", "
subs peg st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "51055\n", "
הֶ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "51056\n", "
חָצֵ֖ר
\n", "
subs court st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 682106 Objc PP|AdvP\n", "
\n", "
\n", "\n", "
\n", "51057\n", "
סָבִֽיב׃
\n", "
advb surrounding st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *8*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "1_Chronicles 17:17\n", "
\n", "891630\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 891630 Cmpl PP\n", "
\n", "
\n", "\n", "
\n", "400585\n", "
כְּ
\n", "
prep as
\n", "\n", "\n", "
\n", "\n", "
\n", "400586\n", "
תֹ֧ור
\n", "
subs turn st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "400587\n", "
הָ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "400588\n", "
אָדָ֛ם
\n", "
subs human, mankind st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "400589\n", "
הַֽ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "400590\n", "
מַּעֲלָ֖ה
\n", "
subs ascent st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *9*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Exodus 40:6\n", "
\n", "682452\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 682452 Cmpl PP\n", "
\n", "
\n", "\n", "
\n", "51946\n", "
לִ
\n", "
prep to
\n", "\n", "\n", "
\n", "\n", "
\n", "51947\n", "
פְנֵ֕י
\n", "
subs face st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "51948\n", "
פֶּ֖תַח
\n", "
subs opening st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "51949\n", "
מִשְׁכַּ֥ן
\n", "
subs dwelling-place st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "51950\n", "
אֹֽהֶל־
\n", "
subs tent st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "51951\n", "
מֹועֵֽד׃
\n", "
subs appointment st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *10*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Leviticus 13:59\n", "
\n", "686898\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 686898 PreC NP\n", "
\n", "
\n", "\n", "
\n", "60185\n", "
תֹּורַ֨ת
\n", "
subs instruction st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "60186\n", "
נֶֽגַע־
\n", "
subs stroke st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "60187\n", "
צָרַ֜עַת
\n", "
subs skin-disease st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "60188\n", "
בֶּ֥גֶד
\n", "
subs garment st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "60189\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "60190\n", "
צֶּ֣מֶר׀
\n", "
subs wool st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "60191\n", "
אֹ֣ו
\n", "
conj or
\n", "\n", "\n", "
\n", "\n", "
\n", "60192\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "60193\n", "
פִּשְׁתִּ֗ים
\n", "
subs flax st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "60194\n", "
אֹ֤ו
\n", "
conj or
\n", "\n", "\n", "
\n", "\n", "
\n", "60195\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "60196\n", "
שְּׁתִי֙
\n", "
subs texture st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "60197\n", "
אֹ֣ו
\n", "
conj or
\n", "\n", "\n", "
\n", "\n", "
\n", "60198\n", "
הָ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "60199\n", "
עֵ֔רֶב
\n", "
subs woof st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "60200\n", "
אֹ֖ו
\n", "
conj or
\n", "\n", "\n", "
\n", "\n", "
\n", "60201\n", "
כָּל־
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "60202\n", "
כְּלִי־
\n", "
subs tool st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "60203\n", "
עֹ֑ור
\n", "
subs skin st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *11*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Numbers 31:20\n", "
\n", "702367\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 702367 Objc NP\n", "
\n", "
\n", "\n", "
\n", "89255\n", "
כָל־
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "89256\n", "
בֶּ֧גֶד
\n", "
subs garment st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "89257\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "89258\n", "
כָל־
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "89259\n", "
כְּלִי־
\n", "
subs tool st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "89260\n", "
עֹ֛ור
\n", "
subs skin st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "89261\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "89262\n", "
כָל־
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "89263\n", "
מַעֲשֵׂ֥ה
\n", "
subs deed st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "89264\n", "
עִזִּ֖ים
\n", "
subs goat st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "89265\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "89266\n", "
כָל־
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "89267\n", "
כְּלִי־
\n", "
subs tool st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "89268\n", "
עֵ֑ץ
\n", "
subs tree st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *12*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "2_Chronicles 30:12\n", "
\n", "902589\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 902589 Objc NP\n", "
\n", "
\n", "\n", "
\n", "422131\n", "
מִצְוַ֥ת
\n", "
subs commandment st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "422132\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "422133\n", "
מֶּ֛לֶךְ
\n", "
subs king st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "422134\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "422135\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "422136\n", "
שָּׂרִ֖ים
\n", "
subs chief st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *13*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "2_Kings 12:13\n", "
\n", "769247\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 769247 Objc NP\n", "
\n", "
\n", "\n", "
\n", "202861\n", "
עֵצִים֙
\n", "
subs tree st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "202862\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "202863\n", "
אַבְנֵ֣י
\n", "
subs stone st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "202864\n", "
מַחְצֵ֔ב
\n", "
subs hewn stone st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *14*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "2_Kings 23:26\n", "
\n", "773413\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 773413 Cmpl PP\n", "
\n", "
\n", "\n", "
\n", "210599\n", "
מֵ
\n", "
prep from
\n", "\n", "\n", "
\n", "\n", "
\n", "210600\n", "
חֲרֹ֤ון
\n", "
subs anger st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "210601\n", "
אַפֹּו֙
\n", "
subs nose st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "210602\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "210603\n", "
גָּדֹ֔ול
\n", "
adjv great st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *15*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Numbers 4:26\n", "
\n", "693340\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 693340 Objc PP\n", "
\n", "
\n", "\n", "
\n", "72277\n", "
אֵת֩
\n", "
prep <object marker>
\n", "\n", "\n", "
\n", "\n", "
\n", "72278\n", "
קַלְעֵ֨י
\n", "
subs curtain st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "72279\n", "
הֶֽ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "72280\n", "
חָצֵ֜ר
\n", "
subs court st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "72281\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "72282\n", "
אֶת־
\n", "
prep <object marker>
\n", "\n", "\n", "
\n", "\n", "
\n", "72283\n", "
מָסַ֣ךְ׀
\n", "
subs covering st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "72284\n", "
פֶּ֣תַח׀
\n", "
subs opening st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "72285\n", "
שַׁ֣עַר
\n", "
subs gate st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "72286\n", "
הֶ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "72287\n", "
חָצֵ֗ר
\n", "
subs court st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 693340 Objc PP|CP\n", "
\n", "
\n", "\n", "
\n", "72297\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 693340 Objc PP\n", "
\n", "
\n", "\n", "
\n", "72298\n", "
אֵת֙
\n", "
prep <object marker>
\n", "\n", "\n", "
\n", "\n", "
\n", "72299\n", "
מֵֽיתְרֵיהֶ֔ם
\n", "
subs string st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "72300\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "72301\n", "
אֶֽת־
\n", "
prep <object marker>
\n", "\n", "\n", "
\n", "\n", "
\n", "72302\n", "
כָּל־
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "72303\n", "
כְּלֵ֖י
\n", "
subs tool st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "72304\n", "
עֲבֹדָתָ֑ם
\n", "
subs work st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "72305\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "72306\n", "
אֵ֨ת
\n", "
prep <object marker>
\n", "\n", "\n", "
\n", "\n", "
\n", "72307\n", "
כָּל־
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *16*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Numbers 31:20\n", "
\n", "702367\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 702367 Objc NP\n", "
\n", "
\n", "\n", "
\n", "89255\n", "
כָל־
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "89256\n", "
בֶּ֧גֶד
\n", "
subs garment st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "89257\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "89258\n", "
כָל־
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "89259\n", "
כְּלִי־
\n", "
subs tool st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "89260\n", "
עֹ֛ור
\n", "
subs skin st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "89261\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "89262\n", "
כָל־
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "89263\n", "
מַעֲשֵׂ֥ה
\n", "
subs deed st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "89264\n", "
עִזִּ֖ים
\n", "
subs goat st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "89265\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "89266\n", "
כָל־
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "89267\n", "
כְּלִי־
\n", "
subs tool st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "89268\n", "
עֵ֑ץ
\n", "
subs tree st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *17*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "1_Kings 5:10\n", "
\n", "755396\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 755396 Adju PP\n", "
\n", "
\n", "\n", "
\n", "179543\n", "
מֵֽ
\n", "
prep from
\n", "\n", "\n", "
\n", "\n", "
\n", "179544\n", "
חָכְמַ֖ת
\n", "
subs wisdom st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "179545\n", "
כָּל־
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "179546\n", "
בְּנֵי־
\n", "
subs son st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "179547\n", "
קֶ֑דֶם
\n", "
subs front st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "179548\n", "
וּ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "179549\n", "
מִ
\n", "
prep from
\n", "\n", "\n", "
\n", "\n", "
\n", "179550\n", "
כֹּ֖ל
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "179551\n", "
חָכְמַ֥ת
\n", "
subs wisdom st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "179552\n", "
מִצְרָֽיִם׃
\n", "
nmpr Egypt st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *18*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Jeremiah 11:8\n", "
\n", "792948\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 792948 Cmpl PP\n", "
\n", "
\n", "\n", "
\n", "240501\n", "
בִּ
\n", "
prep in
\n", "\n", "\n", "
\n", "\n", "
\n", "240502\n", "
שְׁרִיר֖וּת
\n", "
subs stubbornness st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "240503\n", "
לִבָּ֣ם
\n", "
subs heart st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "240504\n", "
הָ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "240505\n", "
רָ֑ע
\n", "
adjv evil st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *19*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Isaiah 21:17\n", "
\n", "778315\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 778315 Subj NP\n", "
\n", "
\n", "\n", "
\n", "218969\n", "
שְׁאָ֧ר
\n", "
subs rest st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "218970\n", "
מִסְפַּר־
\n", "
subs number st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "218971\n", "
קֶ֛שֶׁת
\n", "
subs bow st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "218972\n", "
גִּבֹּורֵ֥י
\n", "
subs vigorous st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "218973\n", "
בְנֵֽי־
\n", "
subs son st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "218974\n", "
קֵדָ֖ר
\n", "
nmpr Kedar st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *20*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Exodus 39:40\n", "
\n", "682381\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 682381 Objc PP\n", "
\n", "
\n", "\n", "
\n", "51772\n", "
אֵת֩
\n", "
prep <object marker>
\n", "\n", "\n", "
\n", "\n", "
\n", "51773\n", "
קַלְעֵ֨י
\n", "
subs curtain st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "51774\n", "
הֶ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "51775\n", "
חָצֵ֜ר
\n", "
subs court st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "51776\n", "
אֶת־
\n", "
prep <object marker>
\n", "\n", "\n", "
\n", "\n", "
\n", "51777\n", "
עַמֻּדֶ֣יהָ
\n", "
subs pillar st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "51778\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "51779\n", "
אֶת־
\n", "
prep <object marker>
\n", "\n", "\n", "
\n", "\n", "
\n", "51780\n", "
אֲדָנֶ֗יהָ
\n", "
subs pedestal st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "51781\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "51782\n", "
אֶת־
\n", "
prep <object marker>
\n", "\n", "\n", "
\n", "\n", "
\n", "51783\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "51784\n", "
מָּסָךְ֙
\n", "
subs covering st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 682381 Objc PP\n", "
\n", "
\n", "\n", "
\n", "51785\n", "
לְ
\n", "
prep to
\n", "\n", "\n", "
\n", "\n", "
\n", "51786\n", "
שַׁ֣עַר
\n", "
subs gate st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "51787\n", "
הֶֽ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "51788\n", "
חָצֵ֔ר
\n", "
subs court st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 682381 Objc PP\n", "
\n", "
\n", "\n", "
\n", "51789\n", "
אֶת־
\n", "
prep <object marker>
\n", "\n", "\n", "
\n", "\n", "
\n", "51790\n", "
מֵיתָרָ֖יו
\n", "
subs string st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "51791\n", "
וִ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "51792\n", "
יתֵדֹתֶ֑יהָ
\n", "
subs peg st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "51793\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "51794\n", "
אֵ֗ת
\n", "
prep <object marker>
\n", "\n", "\n", "
\n", "\n", "
\n", "51795\n", "
כָּל־
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "51796\n", "
כְּלֵ֛י
\n", "
subs tool st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "51797\n", "
עֲבֹדַ֥ת
\n", "
subs work st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "51798\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "51799\n", "
מִּשְׁכָּ֖ן
\n", "
subs dwelling-place st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 682381 Objc PP\n", "
\n", "
\n", "\n", "
\n", "51800\n", "
לְ
\n", "
prep to
\n", "\n", "\n", "
\n", "\n", "
\n", "51801\n", "
אֹ֥הֶל
\n", "
subs tent st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "51802\n", "
מֹועֵֽד׃
\n", "
subs appointment st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *21*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "1_Chronicles 9:29\n", "
\n", "889526\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 889526 Cmpl PP\n", "
\n", "
\n", "\n", "
\n", "396458\n", "
עַל־
\n", "
prep upon
\n", "\n", "\n", "
\n", "\n", "
\n", "396459\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "396460\n", "
כֵּלִ֔ים
\n", "
subs tool st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "396461\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "396462\n", "
עַ֖ל
\n", "
prep upon
\n", "\n", "\n", "
\n", "\n", "
\n", "396463\n", "
כָּל־
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "396464\n", "
כְּלֵ֣י
\n", "
subs tool st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "396465\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "396466\n", "
קֹּ֑דֶשׁ
\n", "
subs holiness st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "396467\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "396468\n", "
עַל־
\n", "
prep upon
\n", "\n", "\n", "
\n", "\n", "
\n", "396469\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "396470\n", "
סֹּ֨לֶת֙
\n", "
subs wheat groat st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 889526 Cmpl PP|CP\n", "
\n", "
\n", "\n", "
\n", "396471\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 889526 Cmpl PP|NP\n", "
\n", "
\n", "\n", "
\n", "396472\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "396473\n", "
יַּ֣יִן
\n", "
subs wine st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "396474\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "396475\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "396476\n", "
שֶּׁ֔מֶן
\n", "
subs oil st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "396477\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "396478\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "396479\n", "
לְּבֹונָ֖ה
\n", "
subs incense st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "396480\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "396481\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "396482\n", "
בְּשָׂמִֽים׃
\n", "
subs balsam-tree st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *22*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "2_Kings 6:17\n", "
\n", "766610\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 766610 Objc NP\n", "
\n", "
\n", "\n", "
\n", "198502\n", "
סוּסִ֥ים
\n", "
subs horse st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "198503\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "198504\n", "
רֶ֛כֶב
\n", "
subs chariot st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "198505\n", "
אֵ֖שׁ
\n", "
subs fire st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *23*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "1_Chronicles 28:13\n", "
\n", "894166\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 894166 PreC PP\n", "
\n", "
\n", "\n", "
\n", "405834\n", "
לְ
\n", "
prep to
\n", "\n", "\n", "
\n", "\n", "
\n", "405835\n", "
מַחְלְקֹות֙
\n", "
subs division st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "405836\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "405837\n", "
כֹּהֲנִ֣ים
\n", "
subs priest st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "405838\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "405839\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "405840\n", "
לְוִיִּ֔ם
\n", "
subs Levite st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "405841\n", "
וּֽ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "405842\n", "
לְ
\n", "
prep to
\n", "\n", "\n", "
\n", "\n", "
\n", "405843\n", "
כָל־
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "405844\n", "
מְלֶ֖אכֶת
\n", "
subs work st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "405845\n", "
עֲבֹודַ֣ת
\n", "
subs work st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "405846\n", "
בֵּית־
\n", "
subs house st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "405847\n", "
יְהוָ֑ה
\n", "
nmpr YHWH st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "405848\n", "
וּֽ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "405849\n", "
לְ
\n", "
prep to
\n", "\n", "\n", "
\n", "\n", "
\n", "405850\n", "
כָל־
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "405851\n", "
כְּלֵ֖י
\n", "
subs tool st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "405852\n", "
עֲבֹודַ֥ת
\n", "
subs work st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "405853\n", "
בֵּית־
\n", "
subs house st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "405854\n", "
יְהוָֽה׃
\n", "
nmpr YHWH st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *24*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Numbers 3:8\n", "
\n", "692856\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 692856 Objc PP\n", "
\n", "
\n", "\n", "
\n", "71029\n", "
אֶֽת־
\n", "
prep <object marker>
\n", "\n", "\n", "
\n", "\n", "
\n", "71030\n", "
כָּל־
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "71031\n", "
כְּלֵי֙
\n", "
subs tool st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "71032\n", "
אֹ֣הֶל
\n", "
subs tent st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "71033\n", "
מֹועֵ֔ד
\n", "
subs appointment st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "71034\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "71035\n", "
אֶת־
\n", "
prep <object marker>
\n", "\n", "\n", "
\n", "\n", "
\n", "71036\n", "
מִשְׁמֶ֖רֶת
\n", "
subs guard-post st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "71037\n", "
בְּנֵ֣י
\n", "
subs son st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "71038\n", "
יִשְׂרָאֵ֑ל
\n", "
nmpr Israel st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *25*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "2_Samuel 17:14\n", "
\n", "750120\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 750120 Objc PP\n", "
\n", "
\n", "\n", "
\n", "170631\n", "
אֶת־
\n", "
prep <object marker>
\n", "\n", "\n", "
\n", "\n", "
\n", "170632\n", "
עֲצַ֤ת
\n", "
subs counsel st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "170633\n", "
אֲחִיתֹ֨פֶל֙
\n", "
nmpr Ahithophel st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "170634\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "170635\n", "
טֹּובָ֔ה
\n", "
adjv good st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\t\t\t\t...RESULTS CUT OFF AT 25...\n" ] } ], "source": [ "cutoff = 25\n", "\n", "for i, res in enumerate(missing_atr_rec[:cutoff]):\n", " subs = res[2]\n", " atr = res[3] if len(res) == 4 else res[4]\n", " highlights = {subs:'lightgreen', atr:'pink'}\n", " A.prettyTuple(res, end=100, seqNumber=i+1, highlights=highlights)\n", "\n", "print(f'\\t\\t\\t\\t...RESULTS CUT OFF AT {cutoff}...')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "For all of these cases, we add the second substantive (pink) into the `dwords` set:" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "78 words added to dwords...\n" ] } ], "source": [ "dwordsadded = 0\n", "for res in missing_atr_rec:\n", " dword = res[3] if len(res) == 4 else res[4]\n", " dwords.add(dword)\n", " dwordsadded += 1\n", "print(f'{dwordsadded} words added to dwords...')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Jer 9:23, missed משפת\n", "There is one case where משפת occurs together with חסד in Jer 9:23. Because it occurs in no other subphrase, and is contained only with חסד, this word has incorrectly been marked above as a `dword`. This happens because this word's subphrase pattern is unique in the BHSA dataset. We thus make an exclusion here and remove it. However, to do so requires careful selection of the word node to avoid problems when the data changes. Thus, we apply a somewhat lengthy search template that isolates this and only this word to remove from `dword`. " ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " 0.44s 1 result\n" ] }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *0*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Jeremiah 9:23\n", "
\n", "792539\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 792539 Objc NP\n", "
\n", "
\n", "\n", "
\n", "239841\n", "
חֶ֛סֶד
\n", "
subs loyalty st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "239842\n", "
מִשְׁפָּ֥ט
\n", "
subs justice st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "239843\n", "
וּ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "239844\n", "
צְדָקָ֖ה
\n", "
subs justice st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fix_mishpat = A.search('''\n", "\n", "book book@en=Jeremiah\n", " chapter chapter=9\n", " verse verse=23\n", " word lex=MCPV/\n", "''')\n", "\n", "missed_mishpat = fix_mishpat[0][-1]\n", "\n", "A.prettyTuple((missed_mishpat,), seqNumber=0)" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "True" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "missed_mishpat in dwords" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "False" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# remove it from dword\n", "\n", "dwords.remove(missed_mishpat)\n", "missed_mishpat in dwords" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Missing בתר in Gen 15:10\n", "\n", "Another accidental addition `dwords` is this case in Gen 15:10 where the substantive בתר is modified by אישׁ. This case is unique because the two are separated with a maqef, but the first item modifies the second (rather than the other way around). We remove בתר from `dwords`. " ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " 0.45s 1 result\n" ] }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *0*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Genesis 15:10\n", "
\n", "655306\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 655306 Objc NP\n", "
\n", "
\n", "\n", "
\n", "6839\n", "
אִישׁ־
\n", "
subs man st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "6840\n", "
בִּתְרֹ֖ו
\n", "
subs piece st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fix_btr = A.search('''\n", "\n", "book book@en=Genesis\n", " chapter chapter=15\n", " verse verse=10\n", " word lex=BTR/\n", "\n", "''')\n", "\n", "missed_btr = fix_btr[0][-1]\n", "\n", "A.prettyTuple((missed_btr,), seqNumber=0)" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "False" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dwords.remove(missed_btr)\n", "missed_btr in dwords" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Coordinations with Modifying Term\n", "\n", "There remain multiple cases where the modifying words selected above have a coordinate word. We isolate those cases below and add them to `dwords`. " ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " 1.10s 5 results\n", " 0.90s 12 results\n", "12 new dwords added to dword set...\n" ] } ], "source": [ "par_dwords = A.search('''\n", "\n", "phrase\n", " s1:subphrase\n", " /without/\n", " quant\n", " /-/\n", " =: dword\n", " s2:subphrase rela=par\n", " word pdp=subs|nmpr|adjv\n", " /without/\n", " subphrase rela=NA\n", " ..\n", " /-/\n", "s1 " ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Daniel 3:23\n", "
\n", "877452\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 877452 Subj NP\n", "
\n", "
\n", "\n", "
\n", "372116\n", "
גֻבְרַיָּ֤א
\n", "
subs man st=e
\n", "\n", "\n", "
\n", "\n", "
\n", "372117\n", "
אִלֵּךְ֙
\n", "
prde these
\n", "\n", "\n", "
\n", "\n", "
\n", "372118\n", "
תְּלָ֣תֵּהֹ֔ון
\n", "
subs three st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 877452 Subj NP|PrNP\n", "
\n", "
\n", "\n", "
\n", "372119\n", "
שַׁדְרַ֥ךְ
\n", "
nmpr Shadrach st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "372120\n", "
מֵישַׁ֖ךְ
\n", "
nmpr Meshach st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "372121\n", "
וַ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "372122\n", "
עֲבֵ֣ד נְגֹ֑ו
\n", "
nmpr Abed-Nego st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "subphrase relations:\n", "-------1395312----------------\n", "\n", "גֻבְרַיָּ֤א -NA-> \n", "nodes: 1395312 -NA-> \n", "slots: [372116] -NA-> ()\n", "------------------------------\n", "-------1395313----------------\n", "\n", "אִלֵּךְ֙ -dem-> גֻבְרַיָּ֤א \n", "nodes: 1395313 -dem-> 1395312\n", "slots: [372117] -dem-> [372116]\n", "------------------------------\n", "-------1395314----------------\n", "\n", "שַׁדְרַ֥ךְ -NA-> \n", "nodes: 1395314 -NA-> \n", "slots: [372119] -NA-> ()\n", "------------------------------\n", "-------1395315----------------\n", "\n", "מֵישַׁ֖ךְ -par-> שַׁדְרַ֥ךְ \n", "nodes: 1395315 -par-> 1395314\n", "slots: [372120] -par-> [372119]\n", "------------------------------\n", "-------1395316----------------\n", "\n", "מֵישַׁ֖ךְ -NA-> \n", "nodes: 1395316 -NA-> \n", "slots: [372120] -NA-> ()\n", "------------------------------\n", "-------1395317----------------\n", "\n", "עֲבֵ֣ד נְגֹ֑ו -par-> מֵישַׁ֖ךְ \n", "nodes: 1395317 -par-> 1395316\n", "slots: [372122] -par-> [372120]\n", "------------------------------\n", " 0.44s 1 result\n" ] }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *0*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Daniel 9:25\n", "
\n", "880173\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 880173 Time NP\n", "
\n", "
\n", "\n", "
\n", "376359\n", "
שָׁבֻעִ֞ים
\n", "
subs week st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "376360\n", "
שִׁשִּׁ֣ים
\n", "
subs six st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "376361\n", "
וּ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "376362\n", "
שְׁנַ֗יִם
\n", "
subs two st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "subphrase relations:\n", "-------1396382----------------\n", "\n", "שָׁבֻעִ֞ים שִׁשִּׁ֣ים -NA-> \n", "nodes: 1396382 -NA-> \n", "slots: [376359, 376360] -NA-> ()\n", "------------------------------\n", "-------1396380----------------\n", "\n", "שָׁבֻעִ֞ים -NA-> \n", "nodes: 1396380 -NA-> \n", "slots: [376359] -NA-> ()\n", "------------------------------\n", "-------1396381----------------\n", "\n", "שִׁשִּׁ֣ים -par-> שָׁבֻעִ֞ים \n", "nodes: 1396381 -par-> 1396380\n", "slots: [376360] -par-> [376359]\n", "------------------------------\n", "-------1396383----------------\n", "\n", "שְׁנַ֗יִם -par-> שָׁבֻעִ֞ים שִׁשִּׁ֣ים \n", "nodes: 1396383 -par-> 1396382\n", "slots: [376362] -par-> [376359, 376360]\n", "------------------------------\n", " 0.47s 1 result\n" ] }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *0*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Ezra 1:9\n", "
\n", "881401\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 881401 PreC NP\n", "
\n", "
\n", "\n", "
\n", "378379\n", "
מַחֲלָפִ֖ים
\n", "
subs disease st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "378380\n", "
תִּשְׁעָ֥ה
\n", "
subs nine st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "378381\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "378382\n", "
עֶשְׂרִֽים׃ ס
\n", "
subs twenty st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "subphrase relations:\n", "-------1396930----------------\n", "\n", "מַחֲלָפִ֖ים תִּשְׁעָ֥ה -NA-> \n", "nodes: 1396930 -NA-> \n", "slots: [378379, 378380] -NA-> ()\n", "------------------------------\n", "-------1396928----------------\n", "\n", "מַחֲלָפִ֖ים -NA-> \n", "nodes: 1396928 -NA-> \n", "slots: [378379] -NA-> ()\n", "------------------------------\n", "-------1396929----------------\n", "\n", "תִּשְׁעָ֥ה -par-> מַחֲלָפִ֖ים \n", "nodes: 1396929 -par-> 1396928\n", "slots: [378380] -par-> [378379]\n", "------------------------------\n", "-------1396931----------------\n", "\n", "עֶשְׂרִֽים׃ ס -par-> מַחֲלָפִ֖ים תִּשְׁעָ֥ה \n", "nodes: 1396931 -par-> 1396930\n", "slots: [378382] -par-> [378379, 378380]\n", "------------------------------\n", " 0.45s 1 result\n" ] }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *0*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Ezra 1:10\n", "
\n", "881404\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 881404 PreC NP\n", "
\n", "
\n", "\n", "
\n", "378393\n", "
כֵּלִ֥ים
\n", "
subs tool st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "378394\n", "
אֲחֵרִ֖ים
\n", "
adjv other st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "378395\n", "
אָֽלֶף׃ ס
\n", "
subs thousand st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "subphrase relations:\n", "-------1396946----------------\n", "\n", "כֵּלִ֥ים -NA-> \n", "nodes: 1396946 -NA-> \n", "slots: [378393] -NA-> ()\n", "------------------------------\n", "-------1396947----------------\n", "\n", "אֲחֵרִ֖ים -atr-> כֵּלִ֥ים \n", "nodes: 1396947 -atr-> 1396946\n", "slots: [378394] -atr-> [378393]\n", "------------------------------\n", " 0.43s 1 result\n" ] }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *0*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Ezra 8:20\n", "
\n", "882985\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 882985 Objc NP\n", "
\n", "
\n", "\n", "
\n", "381870\n", "
נְתִינִ֖ים
\n", "
subs temple slave st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "381871\n", "
מָאתַ֣יִם
\n", "
subs hundred st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "381872\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "381873\n", "
עֶשְׂרִ֑ים
\n", "
subs twenty st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "subphrase relations:\n", "-------1398630----------------\n", "\n", "נְתִינִ֖ים -NA-> \n", "nodes: 1398630 -NA-> \n", "slots: [381870] -NA-> ()\n", "------------------------------\n", "-------1398631----------------\n", "\n", "מָאתַ֣יִם -par-> נְתִינִ֖ים \n", "nodes: 1398631 -par-> 1398630\n", "slots: [381871] -par-> [381870]\n", "------------------------------\n", "-------1398632----------------\n", "\n", "מָאתַ֣יִם -NA-> \n", "nodes: 1398632 -NA-> \n", "slots: [381871] -NA-> ()\n", "------------------------------\n", "-------1398633----------------\n", "\n", "עֶשְׂרִ֑ים -par-> מָאתַ֣יִם \n", "nodes: 1398633 -par-> 1398632\n", "slots: [381873] -par-> [381871]\n", "------------------------------\n", " 0.42s 1 result\n" ] }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *0*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "1_Chronicles 12:29\n", "
\n", "890391\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 890391 PreC NP\n", "
\n", "
\n", "\n", "
\n", "398214\n", "
שָׂרִ֖ים
\n", "
subs chief st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "398215\n", "
עֶשְׂרִ֥ים
\n", "
subs twenty st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "398216\n", "
וּ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "398217\n", "
שְׁנָֽיִם׃ ס
\n", "
subs two st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "subphrase relations:\n", "-------1405362----------------\n", "\n", "שָׂרִ֖ים עֶשְׂרִ֥ים -NA-> \n", "nodes: 1405362 -NA-> \n", "slots: [398214, 398215] -NA-> ()\n", "------------------------------\n", "-------1405360----------------\n", "\n", "שָׂרִ֖ים -NA-> \n", "nodes: 1405360 -NA-> \n", "slots: [398214] -NA-> ()\n", "------------------------------\n", "-------1405361----------------\n", "\n", "עֶשְׂרִ֥ים -par-> שָׂרִ֖ים \n", "nodes: 1405361 -par-> 1405360\n", "slots: [398215] -par-> [398214]\n", "------------------------------\n", "-------1405363----------------\n", "\n", "שְׁנָֽיִם׃ ס -par-> שָׂרִ֖ים עֶשְׂרִ֥ים \n", "nodes: 1405363 -par-> 1405362\n", "slots: [398217] -par-> [398214, 398215]\n", "------------------------------\n" ] } ], "source": [ "phrases_to_patch = []\n", "\n", "# book, chapter, verse, clause_atom number, phrase number\n", "missing_quant_relas = [('Daniel', 3, 23, 444, 2),\n", " ('Daniel', 9, 25, 1423, 2),\n", " ('Ezra', 1, 9, 39, 1),\n", " ('Ezra', 1, 10, 42, 1),\n", " ('Ezra', 8, 20, 621, 3),\n", " ('1_Chronicles', 12, 29, 1071, 3)]\n", "\n", "for book, chapter, verse, clat_nu, phrase_nu in missing_quant_relas:\n", " findit = f''' \n", " book book@en={book}\n", " chapter chapter={chapter}\n", " verse verse={verse}\n", " clause_atom number={clat_nu}\n", " phrase number={phrase_nu}\n", " '''\n", " phrase = A.search(textwrap.dedent(findit))[0][4]\n", " \n", " A.prettyTuple((phrase,), seqNumber=0)\n", " print('subphrase relations:')\n", " show_subphrases(phrase)\n", " \n", " phrases_to_patch.append(phrase)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Perhaps it is significant that all of these examples come from the same cluster of books: Daniel, Ezra, and 1 Chronicles. This may indicate that the individual who encoded these texts did not understand the standard for relations of quantification in the ETCBC database. These are all cases that a second BHSA should address. For now, it is fair to correct them manually by removing all quantifiers selected as heads from these phrases.\n", "\n", "The template below is tuned to pick out these examples: primarily they are cases where a phrase atom contains a quantified substantive, and this substantive has no dependent subphrase relations. Two additional checks are made with `/or/` to cover the peculiar cases of Ezra 1:20 (כלים אחרים אלף, i.e. `adjv` intervenes between quantifier) and Daniel 3:23 (גבריא אלך תלתהן, i.e. where a demonstrative intervenes)." ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " 1.72s 31 results\n" ] } ], "source": [ "non_rela_cardinals = A.search('''\n", "phrase\n", " phrase_atom\n", " \n", " w1:word ls=card\n", " \n", " /without/\n", " subphrase rela=atr|adj|rec\n", " ..\n", " /-/\n", " /with/\n", " phrase_atom\n", " nonquantprep pdp=subs|nmpr\n", " <: word ls=card prs=absent\n", " < w1 prs=absent\n", " /or/\n", " phrase_atom\n", " nonquantprep pdp=subs|nmpr\n", " <: word pdp=prde\n", " <: w1\n", " /or/\n", " phrase_atom\n", " nonquantprep pdp=subs|nmpr\n", " <: word pdp=adjv\n", " < w1 prs=absent\n", " /-/\n", " \n", "''', sets=sets)" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "data": { "text/markdown": [ "\n", "\n", "**phrase** *1*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Daniel 3:23\n", "
\n", "877452\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 877452 Subj NP\n", "
\n", "
\n", "\n", "
\n", "372116\n", "
גֻבְרַיָּ֤א
\n", "
subs man st=e
\n", "\n", "\n", "
\n", "\n", "
\n", "372117\n", "
אִלֵּךְ֙
\n", "
prde these
\n", "\n", "\n", "
\n", "\n", "
\n", "372118\n", "
תְּלָ֣תֵּהֹ֔ון
\n", "
subs three st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 877452 Subj NP|PrNP\n", "
\n", "
\n", "\n", "
\n", "372119\n", "
שַׁדְרַ֥ךְ
\n", "
nmpr Shadrach st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "372120\n", "
מֵישַׁ֖ךְ
\n", "
nmpr Meshach st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "372121\n", "
וַ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "372122\n", "
עֲבֵ֣ד נְגֹ֑ו
\n", "
nmpr Abed-Nego st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *2*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Daniel 9:25\n", "
\n", "880173\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 880173 Time NP\n", "
\n", "
\n", "\n", "
\n", "376359\n", "
שָׁבֻעִ֞ים
\n", "
subs week st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "376360\n", "
שִׁשִּׁ֣ים
\n", "
subs six st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "376361\n", "
וּ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "376362\n", "
שְׁנַ֗יִם
\n", "
subs two st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *3*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Ezra 1:9\n", "
\n", "881401\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 881401 PreC NP\n", "
\n", "
\n", "\n", "
\n", "378379\n", "
מַחֲלָפִ֖ים
\n", "
subs disease st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "378380\n", "
תִּשְׁעָ֥ה
\n", "
subs nine st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "378381\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "378382\n", "
עֶשְׂרִֽים׃ ס
\n", "
subs twenty st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *4*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Ezra 1:10\n", "
\n", "881404\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 881404 PreC NP\n", "
\n", "
\n", "\n", "
\n", "378393\n", "
כֵּלִ֥ים
\n", "
subs tool st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "378394\n", "
אֲחֵרִ֖ים
\n", "
adjv other st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "378395\n", "
אָֽלֶף׃ ס
\n", "
subs thousand st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *5*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Ezra 8:20\n", "
\n", "882985\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 882985 Objc NP\n", "
\n", "
\n", "\n", "
\n", "381870\n", "
נְתִינִ֖ים
\n", "
subs temple slave st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "381871\n", "
מָאתַ֣יִם
\n", "
subs hundred st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "381872\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "381873\n", "
עֶשְׂרִ֑ים
\n", "
subs twenty st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *6*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "1_Chronicles 12:29\n", "
\n", "890391\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 890391 PreC NP\n", "
\n", "
\n", "\n", "
\n", "398214\n", "
שָׂרִ֖ים
\n", "
subs chief st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "398215\n", "
עֶשְׂרִ֥ים
\n", "
subs twenty st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "398216\n", "
וּ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "398217\n", "
שְׁנָֽיִם׃ ס
\n", "
subs two st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "A.show([res for res in non_rela_cardinals if res[0] in phrases_to_patch])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Below we check to see how many of our cases are covered by these criteria." ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "6" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" } ], "source": [ "accounted = set(phrases_to_patch) & set(res[0] for res in non_rela_cardinals)\n", "len(accounted)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This covers all the missed quantifiers above as well as a few extra that I have manually inspected to ensure none are good heads." ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "31 words added to dwords...\n" ] } ], "source": [ "dwordsadded = 0\n", "for res in non_rela_cardinals:\n", " dword = res[2]\n", " dwords.add(dword)\n", " dwordsadded += 1\n", "print(f'{dwordsadded} words added to dwords...')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Incorrect Relation Assignment\n", "\n", "There are a handful of cases where the ETCBC data has a relation that points at the wrong object. The few cases below are those which could not be fixed programmatically due to the complexity of the problem.\n", "\n", "### Incorrect `par` Relations" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [], "source": [ "bad_pars = []\n", "\n", "bad_par1 = '''\n", "\n", "book book@en=Jeremiah\n", " chapter chapter=32\n", " verse verse=32\n", " phrase\n", " word lex=BN/\n", " <: word lex=JHWDH/\n", "'''\n", "badpar1_note = 'בני־יהודה should be parallel to בני־ישראל rather than רעת בני־ישראל'\n", "bad_pars.append({'template':bad_par1, 'phrasei':3, 'badi':4, 'note':badpar1_note})\n", "\n", "bad_par2 = '''\n", "\n", "book book@en=Jeremiah\n", " chapter chapter=40\n", " verse verse=1\n", " phrase\n", " word lex=JHWDH/\n", "'''\n", "badpar2_note = 'יהודה should be parallel to ירושלים rather than גלות־ירושלים'\n", "bad_pars.append({'template':bad_par2, 'phrasei':3, 'badi':4, 'note':badpar2_note})" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " 1.06s 1 result\n", "\n" ] }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *בני־יהודה should be parallel to בני־ישראל rather than רעת בני־ישראל*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Jeremiah 32:32\n", "
\n", "799762\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 799762 Adju PP\n", "
\n", "
\n", "\n", "
\n", "252219\n", "
עַל֩
\n", "
prep upon
\n", "\n", "\n", "
\n", "\n", "
\n", "252220\n", "
כָּל־
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "252221\n", "
רָעַ֨ת
\n", "
subs evil st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "252222\n", "
בְּנֵֽי־
\n", "
subs son st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "252223\n", "
יִשְׂרָאֵ֜ל
\n", "
nmpr Israel st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "252224\n", "
וּ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "252225\n", "
בְנֵ֣י
\n", "
subs son st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "252226\n", "
יְהוּדָ֗ה
\n", "
nmpr Judah st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "subphrases containing slot 252225\n", "-------1366882----------------\n", "\n", "בְנֵ֣י -NA-> \n", "nodes: 1366882 -NA-> \n", "slots: [252225] -NA-> ()\n", "------------------------------\n", "-------1366884----------------\n", "\n", "בְנֵ֣י יְהוּדָ֗ה -par-> רָעַ֨ת בְּנֵֽי־יִשְׂרָאֵ֜ל \n", "nodes: 1366884 -par-> 1366881\n", "slots: [252225, 252226] -par-> [252221, 252222, 252223]\n", "------------------------------\n", "-------1366885----------------\n", "\n", "רָעַ֨ת בְּנֵֽי־יִשְׂרָאֵ֜ל וּבְנֵ֣י יְהוּדָ֗ה -rec-> כָּל־\n", "nodes: 1366885 -rec-> 252220\n", "slots: [252221, 252222, 252223, 252224, 252225, 252226] -rec-> ()\n", "------------------------------\n", " 0.66s 1 result\n", "\n" ] }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *יהודה should be parallel to ירושלים rather than גלות־ירושלים*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Jeremiah 40:1\n", "
\n", "802195\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 802195 Adju PP\n", "
\n", "
\n", "\n", "
\n", "256807\n", "
בְּ
\n", "
prep in
\n", "\n", "\n", "
\n", "\n", "
\n", "256808\n", "
תֹ֨וךְ
\n", "
subs midst st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "256809\n", "
כָּל־
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "256810\n", "
גָּל֤וּת
\n", "
subs exile st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "256811\n", "
יְרוּשָׁלִַ֨ם֙
\n", "
nmpr Jerusalem st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "256812\n", "
וִֽ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "256813\n", "
יהוּדָ֔ה
\n", "
nmpr Judah st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "subphrases containing slot 256813\n", "-------1368189----------------\n", "\n", "יהוּדָ֔ה -par-> גָּל֤וּת יְרוּשָׁלִַ֨ם֙ \n", "nodes: 1368189 -par-> 1368188\n", "slots: [256813] -par-> [256810, 256811]\n", "------------------------------\n", "-------1368190----------------\n", "\n", "גָּל֤וּת יְרוּשָׁלִַ֨ם֙ וִֽיהוּדָ֔ה -rec-> כָּל־\n", "nodes: 1368190 -rec-> 256809\n", "slots: [256810, 256811, 256812, 256813] -rec-> ()\n", "------------------------------\n", "-------1368191----------------\n", "\n", "כָּל־גָּל֤וּת יְרוּשָׁלִַ֨ם֙ וִֽיהוּדָ֔ה -rec-> תֹ֨וךְ \n", "nodes: 1368191 -rec-> 256808\n", "slots: [256809, 256810, 256811, 256812, 256813] -rec-> ()\n", "------------------------------\n" ] } ], "source": [ "bad_par_dwords = set()\n", "\n", "for i, bp in enumerate(bad_pars):\n", " bp_res = A.search(bp['template'], silent=False)\n", " phrase = bp_res[0][bp['phrasei']]\n", " bad = bp_res[0][bp['badi']]\n", " bad_par_dwords.add(bad)\n", " \n", " print()\n", " A.prettyTuple((phrase, bad), seqNumber=bp['note'])\n", " print(f'subphrases containing slot {bad}')\n", " show_subphrases(bad, direction=L.u)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As can be seen in the subphrase printouts, these parallel relations do not point to the best subphrase. These problems are fixed below by adding the paralleled terms to `dwords`." ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "True" ] }, "execution_count": 29, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dwords |= bad_par_dwords\n", "list(bad_par_dwords)[0] in dwords # sanity check" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Completing `iword`\n", "\n", "Below `dword` is finalized and used to create the `iword` set." ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [], "source": [ "iwords = set(w for w in F.otype.s('word') if w not in dwords)\n", "sets['iword'] = iwords\n", "sets['dword'] = dwords" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Selecting Heads\n", "\n", "Now that the pre-processing procedures are complete, they can be applied to the search templates to find the phrase heads. I will follow a process of deduction for assigning heads to phrases. So, we first select all phrases, and then track which heads are accounted for." ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " 0.26s 253207 results\n" ] } ], "source": [ "remaining_phrases = set(result[0] for result in A.search('phrase')) # get all phrases\n", "covered_phrases = set() # put covered phrases here\n", "remaining_types = list(feat[0] for feat in F.typ.freqList(nodeTypes='phrase')) # track and elminate phrase types" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**All phrase to head assignments will be made in the dictionary below:**" ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [], "source": [ "phrase2heads = collections.defaultdict(set)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In order to assist the process of elimination, the functions below programmatically record the heads in `phrase2heads` and remove them from the remaining set. `query_heads` iterates through a dictionary of queries and calls `record_head` on each result. `heads_status` provides a simple readout of what phrases remain to be analysed." ] }, { "cell_type": "code", "execution_count": 33, "metadata": {}, "outputs": [], "source": [ "def record_head(phrase, head, mapping=phrase2heads, remaining=remaining_phrases, covered=covered_phrases):\n", " '''\n", " Simple function to track phrases\n", " with heads that are accounted for\n", " and to modify the phrase2heads\n", " dict, which is a mapping from a phrase\n", " node to its head nodes.\n", " '''\n", " # try/except accounts for phrases with plural heads, \n", " # one of which is already recorded\n", " try:\n", " remaining.remove(phrase)\n", " except: \n", " pass\n", " \n", " if F.otype.v(phrase) == 'word':\n", " raise Exception(f'node {phrase} is a word not a phrase!')\n", " \n", " mapping[phrase].add(head) # record it\n", " covered.add(phrase)\n", " \n", "def query_heads(querydict, phrasei=0, headi=1, sets={}):\n", " '''\n", " Runs queries on phrasetype/query dict.\n", " Reports results.\n", " Adds results.\n", " \n", " phrasei - the index of the phrase result in the search template.\n", " headi - the index of the head result in the search template.\n", " sets - custom sets for TF search\n", " '''\n", " for phrasetype, query in querydict.items():\n", " print(f'running query on {phrasetype}')\n", " results = A.search(query, silent=True, sets=sets)\n", " print(f'\\t{len(results)} results found')\n", " for res in results:\n", " phrase, head = res[phrasei], res[headi]\n", " record_head(phrase, head)\n", " \n", "def heads_status():\n", " # simply prints accounted vs unaccounted heads\n", " print(f'{len(covered_phrases)} phrases matched with a head...')\n", " print(f'{len(remaining_phrases)} phrases remaining...')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Simple Heads\n", "\n", "The selection of heads for certain phrase types is very straightforward. Those are defined in the templates below and are subsequently applied. These phrase types are selected based on the survey of their subphrase relations as found in the old notebook." ] }, { "cell_type": "code", "execution_count": 34, "metadata": {}, "outputs": [], "source": [ "simp_heads = dict(\n", "\n", "PPrP = '''\n", "% personal pronoun\n", "\n", "phrase typ=PPrP\n", " iphrase_atom\n", " iword pdp=prps\n", "\n", "''',\n", "\n", "DPrP = '''\n", "% demonstrative pronoun\n", "\n", "phrase typ=DPrP\n", " iphrase_atom\n", " iword pdp=prde\n", "\n", "''',\n", "\n", "InjP = '''\n", "% interjectional\n", "\n", "phrase typ=InjP\n", " iphrase_atom\n", " iword pdp=intj\n", "\n", "''',\n", "\n", "NegP = '''\n", "% negative\n", "\n", "phrase typ=NegP\n", " iphrase_atom\n", " iword pdp=nega\n", "\n", "''',\n", "\n", "InrP = '''\n", "% interrogative\n", "\n", "phrase typ=InrP\n", " iphrase_atom\n", " iword pdp=inrg\n", "\n", "''',\n", " \n", "IPrP = '''\n", "% interrogative pronoun\n", "\n", "phrase typ=IPrP\n", " iphrase_atom\n", " iword pdp=prin\n", "\n", "''',\n", "\n", ") # end of dictionary" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Make Queries, Record Heads, See What Remains\n", "\n", "Here we run the queries and run `record_head` over each result. In all of the templates the head is the second item in the result tuple." ] }, { "cell_type": "code", "execution_count": 35, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "running query on PPrP\n", "\t4386 results found\n", "running query on DPrP\n", "\t790 results found\n", "running query on InjP\n", "\t1883 results found\n", "running query on NegP\n", "\t6742 results found\n", "running query on InrP\n", "\t1291 results found\n", "running query on IPrP\n", "\t798 results found\n", "\n", " <><><><><><><><><><><><><><><><><><><><> \n", "\n", "15866 phrases matched with a head...\n", "237341 phrases remaining...\n" ] } ], "source": [ "query_heads(simp_heads, headi=2, sets=sets)\n", " \n", "print('\\n', '<>'*20, '\\n')\n", "heads_status()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Find Remaining Phrases\n", "\n", "What phrases with the above types remain unaccounted for?" ] }, { "cell_type": "code", "execution_count": 36, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0" ] }, "execution_count": 36, "metadata": {}, "output_type": "execute_result" } ], "source": [ "unaccounted_simp = set(phrase for phrase in remaining_phrases\n", " if F.typ.v(phrase) in simp_heads)\n", "len(unaccounted_simp)" ] }, { "cell_type": "code", "execution_count": 37, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "['VP', 'PP', 'CP', 'NP', 'PrNP', 'AdvP', 'AdjP']\n" ] } ], "source": [ "for typ in simp_heads:\n", " remaining_types.remove(typ)\n", "print(remaining_types)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Mostly Simple Heads\n", "\n", "The next set of heads require a bit more care since they can contain a bigger variety of relationships." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### VP\n", "There is only one complication for the `VP`: that is that there is one `VP` that has more than one verb:" ] }, { "cell_type": "code", "execution_count": 38, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " 1.29s 1 result\n" ] }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *1*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "1_Chronicles 24:6\n", "
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conj and
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\n", " phrase 893310 PreC VP\n", "
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אָחֻ֥ז׀
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verb seize qal ptcp st=a
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אָחֻ֖ז
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verb seize qal ptcp st=a
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\n", " phrase 893311 Adju PP\n", "
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לְ
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prep to
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אִיתָמָֽר׃ פ
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nmpr Ithamar st=a
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\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mult_verbs = A.search('''\n", "\n", "phrase typ=VP\n", "/with/\n", " word pdp=verb\n", " < word pdp=verb\n", "/-/\n", "''')\n", "A.show(mult_verbs, condenseType='clause')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The template below excludes this case without ignoring `VP`s that do not necessarily begin with a verb." ] }, { "cell_type": "code", "execution_count": 39, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " 1.62s 69024 results\n", "84890 phrases matched with a head...\n", "168317 phrases remaining...\n" ] } ], "source": [ "VP = '''\n", "\n", "phrase typ=VP\n", " \n", " head:iword pdp=verb\n", " \n", " /without/\n", " phrase\n", " word pdp=verb\n", " < head\n", " /-/\n", "\n", "'''\n", "\n", "VP_search = A.search(VP, sets=sets)\n", "\n", "for phrase, head in VP_search:\n", " record_head(phrase, head)\n", " \n", "heads_status()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### `VP` Sanity Check\n", "\n", "We double check that the indicated phrase above only has one head." ] }, { "cell_type": "code", "execution_count": 40, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{403602}" ] }, "execution_count": 40, "metadata": {}, "output_type": "execute_result" } ], "source": [ "phrase2heads[893310]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "See what's left..." ] }, { "cell_type": "code", "execution_count": 41, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0" ] }, "execution_count": 41, "metadata": {}, "output_type": "execute_result" } ], "source": [ "unaccounted_vp = set(phrase for phrase in remaining_phrases\n", " if F.typ.v(phrase) == 'VP')\n", "len(unaccounted_vp)" ] }, { "cell_type": "code", "execution_count": 42, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "['PP', 'CP', 'NP', 'PrNP', 'AdvP', 'AdjP']\n" ] } ], "source": [ "remaining_types.remove('VP')\n", "print(remaining_types)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### CP\n", "\n", "The conjunction phrase is relatively straightforward. But there are 1140 cases where the conjunction is technically headed by a preposition in the ETCBC data. These are phrases such as בטרם and בעבור (see the more detailed analysis in the prev. notebook). It is not clear at all why the ETCBC encodes these as conjunction phrases. This is almost certainly a confusion of the formal `typ` value and the functional `function` label (with a value of `Conj`). Nevertheless, here we make a choice to select the preposition as the true head.\n", "\n", "In a second BHSA, these cases ought to be repaired." ] }, { "cell_type": "code", "execution_count": 43, "metadata": { "lines_to_next_cell": 2 }, "outputs": [], "source": [ "cp_heads = dict(\n", "\n", "conj = '''\n", "\n", "phrase typ=CP\n", "/without/\n", " word pdp=prep\n", "/-/\n", " iphrase_atom\n", " head:iword pdp=conj\n", " /without/\n", " phrase_atom\n", " word pdp=conj\n", " <: head\n", " /-/\n", "\n", "''',\n", " \n", "prep_conj = '''\n", "\n", "phrase typ=CP\n", " iphrase_atom\n", " =: word pdp=prep\n", "\n", "'''\n", "\n", ")\n" ] }, { "cell_type": "code", "execution_count": 44, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "running query on conj\n", "\t51341 results found\n", "running query on prep_conj\n", "\t1140 results found\n", "\n", " <><><><><><><><><><><><><><><><><><><><> \n", "\n", "137371 phrases matched with a head...\n", "115836 phrases remaining...\n" ] } ], "source": [ "query_heads(cp_heads, headi=2, sets=sets)\n", " \n", "print('\\n', '<>'*20, '\\n')\n", "heads_status()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### `CP` Sanity Check" ] }, { "cell_type": "code", "execution_count": 45, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0" ] }, "execution_count": 45, "metadata": {}, "output_type": "execute_result" } ], "source": [ "unaccounted_cp = set(phrase for phrase in remaining_phrases\n", " if F.typ.v(phrase) == 'CP')\n", "len(unaccounted_cp)" ] }, { "cell_type": "code", "execution_count": 46, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "['PP', 'NP', 'PrNP', 'AdvP', 'AdjP']\n" ] } ], "source": [ "remaining_types.remove('CP')\n", "print(remaining_types)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### AdjP\n", "\n", "The adjective phrase always occurs with a word that has a `pdp` of adjective: " ] }, { "cell_type": "code", "execution_count": 47, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " 0.65s 0 results\n" ] }, { "data": { "text/plain": [ "[]" ] }, "execution_count": 47, "metadata": {}, "output_type": "execute_result" } ], "source": [ "A.search('''\n", "\n", "phrase typ=AdjP\n", "/without/\n", " word pdp=adjv\n", "/-/\n", "\n", "''')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "By playing with the `head:word pdp=` value below, I ascertain that there are 8 uses of `subs` as a head in this phrase type, and 1 use of `advb` as a head. These variants are due to the phrase containing multiple heads, with the first having a `pdp` of `adjv`, formally making the phrase an `AdjP`. \n", "\n", "The selection criteria is as follows. We want all cases in an adjective phrase where the word has a `pdp` of `adjv`, `subs`, or `advb`. The head candidate must not be found in a modifying subphrase, defined as `rela=adj|atr|rec|mod|dem` (remember that a word can often occur in multiple subphrases); and the only acceptable values for `phrase_atom` and `subphrase` relations are either `NA` (no relation), or `Para`/`par` (coordinate relation). In this latter case, it is expected here that the first requirement will prevent spurious parallel results (that is, words that are parallel not to a head but to a modifying element).\n", "\n", "The requirements are set in the pattern below." ] }, { "cell_type": "code", "execution_count": 48, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " 1.33s 1871 results\n", "139120 phrases matched with a head...\n", "114087 phrases remaining...\n" ] } ], "source": [ "AdjP = '''\n", "\n", "phrase typ=AdjP\n", " iphrase_atom\n", " head:iword pdp=adjv|subs|advb\n", " \n", "% require either NA subphrase relation\n", "% or no subphrase embedding:\n", " /with/\n", " subphrase rela=NA|par\n", " head\n", " /or/\n", " /without/\n", " subphrase\n", " head\n", " /-/\n", " /-/\n", " \n", "% exclude uses as modifier:\n", " /without/\n", " subphrase rela=adj|atr|rec|mod|dem\n", " head\n", " /-/\n", " \n", "% ensure word is not immediately preceded by a construct form\n", " /without/\n", " phrase_atom\n", " word st=c\n", " <: head\n", " /-/\n", "'''\n", "AdjP = A.search(AdjP, sets=sets)\n", "\n", "for res in AdjP:\n", " phrase, head = res[0], res[2]\n", " record_head(phrase, head)\n", " \n", "heads_status()" ] }, { "cell_type": "code", "execution_count": 49, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0" ] }, "execution_count": 49, "metadata": {}, "output_type": "execute_result" } ], "source": [ "unaccounted_AdjP = set(phrase for phrase in remaining_phrases\n", " if F.typ.v(phrase) == 'AdjP')\n", "len(unaccounted_AdjP)" ] }, { "cell_type": "code", "execution_count": 50, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "['PP', 'NP', 'PrNP', 'AdvP']\n" ] } ], "source": [ "remaining_types.remove('AdjP')\n", "print(remaining_types)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### AdvP\n", "\n", "The adverb phrase has similar internal relations to `AdjP`. Thus, we apply the same basic template search.\n", "\n", "By modifying `pdp=` parameter, I have found 2 examples of a preposition in the `AdvP`, which is caused by a prepositional `phrase_atom` coordinated with the `AdvP` `phrase_atom`. These mixed cases must be dealt with imperfectly by taking the preposition head literally. It is then up to the user of the heads feature to include/exclude cases such as these, or to depend on the phrase atoms.\n", "\n", "There are two cases where an `inrg` serves as a head element. These are incorrect encodings, as they belong under their own phrase type of `InrP`. These should be fixed in a second BHSA. For now the `inrg` is excluded as a phrase head as they are followed by a `advb` which is probably triggering these phrases' classification.\n", "\n", "There is one case in sentence 68 from Exodus 8:20 where a כל quantifier is incorrectly identified as a phrase head. This is because it precedes a prepositional element. That case is also excluded below." ] }, { "cell_type": "code", "execution_count": 51, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " 1.78s 5776 results\n", "144779 phrases matched with a head...\n", "108428 phrases remaining...\n" ] } ], "source": [ "AdvP = '''\n", "\n", "phrase typ=AdvP\n", " iphrase_atom\n", " head:iword pdp=advb|subs|nmpr|prep\n", " \n", "% require either NA subphrase relation\n", "% or no subphrase embedding:\n", " /with/\n", " subphrase rela=NA|par\n", " head\n", " /or/\n", " /without/\n", " subphrase\n", " head\n", " /-/\n", " /-/\n", " \n", "% exclude uses as modifier:\n", " /without/\n", " subphrase rela=adj|atr|rec|mod|dem\n", " head\n", " /-/\n", " \n", "% ensure word is not immediately preceded by a construct form\n", " /without/\n", " phrase_atom\n", " word st=c\n", " <: head\n", " /-/\n", " \n", "% ensure word is not immediately preceded by a prepositional form\n", " /without/\n", " phrase_atom\n", " word pdp=prep\n", " <: head\n", " /-/\n", "'''\n", "AdvP = A.search(AdvP, sets=sets)\n", "\n", "for res in AdvP:\n", " phrase, head = res[0], res[2]\n", " record_head(phrase, head)\n", " \n", "heads_status()" ] }, { "cell_type": "code", "execution_count": 52, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0" ] }, "execution_count": 52, "metadata": {}, "output_type": "execute_result" } ], "source": [ "unaccounted_AdvP = set(phrase for phrase in remaining_phrases\n", " if F.typ.v(phrase) == 'AdvP')\n", "len(unaccounted_AdvP)" ] }, { "cell_type": "code", "execution_count": 53, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "['PP', 'NP', 'PrNP']\n" ] } ], "source": [ "remaining_types.remove('AdvP')\n", "print(remaining_types)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### PP\n", "\n", "The same method used above applies to prepositional phrases." ] }, { "cell_type": "code", "execution_count": 54, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " 1.60s 61498 results\n", "202261 phrases matched with a head...\n", "50946 phrases remaining...\n" ] } ], "source": [ "PP = '''\n", "\n", "phrase typ=PP\n", " iphrase_atom\n", " head:iword pdp=prep\n", " \n", "% require either NA subphrase relation\n", "% or no subphrase embedding:\n", " /with/\n", " subphrase rela=NA|par\n", " head\n", " /or/\n", " /without/\n", " subphrase\n", " head\n", " /-/\n", " /-/\n", " \n", "% exclude uses as modifier:\n", " /without/\n", " subphrase rela=adj|atr|rec|mod|dem\n", " head\n", " /-/\n", " \n", "% ensure word is not immediately preceded by a construct form\n", " /without/\n", " phrase_atom\n", " word st=c\n", " <: head\n", " /-/\n", " \n", "% ensure word is not immediately preceded by a preposition\n", " /without/\n", " phrase_atom\n", " word pdp=prep\n", " <: head\n", " /-/\n", "'''\n", "PP = A.search(PP, sets=sets)\n", "\n", "for res in PP:\n", " phrase, head = res[0], res[2]\n", " record_head(phrase, head)\n", " \n", "heads_status()" ] }, { "cell_type": "code", "execution_count": 55, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0" ] }, "execution_count": 55, "metadata": {}, "output_type": "execute_result" } ], "source": [ "unaccounted_PP = set(phrase for phrase in remaining_phrases\n", " if F.typ.v(phrase) == 'PP')\n", "len(unaccounted_PP)" ] }, { "cell_type": "code", "execution_count": 56, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "['NP', 'PrNP']\n" ] } ], "source": [ "remaining_types.remove('PP')\n", "print(remaining_types)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Complex Heads\n", "\n", "In contrast to the preceding phrase types, the noun phrase is much more complicated for head selection due to the presence of quantifiers. The search templates are thus quite lengthy. Each one has been rigorously tested, and each change has been run against a previous version of the template to ensure that any edits did not accidentally shorten or expand the search results beyond the desired effect. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### `NP` and `PrNP`\n", "\n", "\n", "Note that some noun phrases contain other phrase types, such as `PP` or even `AdjP` that are not indicated in the present implementation of the data. A second BHSA should seek to remedy this by spinning new phrases with their own types for these." ] }, { "cell_type": "code", "execution_count": 57, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "running query on NP_noqant\n", "\t57114 results found\n", "running query on NP_quant_alone\n", "\t1764 results found\n", "running query on NP_quantified\n", "\t5557 results found\n", "\n", " <><><><><><><><><><><><><><><><><><><><> \n", "\n", "253205 phrases matched with a head...\n", "2 phrases remaining...\n" ] } ], "source": [ "NP_heads = dict(\n", " \n", "NP_noqant = f'''\n", "\n", "phrase typ=NP|PrNP|DPrP|PPrP\n", " iphrase_atom\n", " head:nonquant pdp=subs|adjv|nmpr|prde|prps\n", "\n", "% require either NA subphrase relation\n", "% or no subphrase embedding:\n", " /with/\n", " subphrase rela=NA|par\n", " head\n", " /or/\n", " /without/\n", " subphrase\n", " head\n", " /-/\n", " /-/\n", " /with/\n", " = iword\n", " /-/\n", " \n", "% exclude uses as modifier:\n", " /without/\n", " subphrase rela=adj|atr|rec|mod|dem\n", " head\n", " /-/\n", " \n", "% ensure word is not immediately preceded by a construct form\n", " /without/\n", " phrase_atom\n", " word st=c\n", " <: head\n", " /-/\n", " \n", "% ensure word is not immediately preceded by a verb (participle) + preposition\n", " /without/\n", " phrase_atom\n", " word sp=verb\n", " <: prep\n", " <: head\n", " /-/\n", " /without/\n", " phrase_atom\n", " word sp=verb\n", " <: prep\n", " <: word pdp=art\n", " <: head\n", " /-/\n", "''',\n", "\n", "NP_quant_alone = f'''\n", "\n", "phrase typ=NP|PrNP|DPrP|PPrP\n", " iphrase_atom\n", " quantifier:quant\n", "\n", "% quantifier does not precede a quantified element within a subphrase\n", " /without/\n", " subphrase\n", " quantifier\n", " < w1:nonquantprep pdp=adjv|subs|nmpr|prde|prps\n", " /with/\n", " = nonpostprep\n", " /-/\n", " /-/ \n", "\n", "% quantifier not immediately adjacent to quantified element within a phrase_atom\n", " /without/\n", " phrase_atom\n", " quantifier\n", " <: w1:nonquantprep pdp=subs|nmpr|prde|prps\n", " /-/\n", " /without/\n", " phrase_atom\n", " quantifier\n", " <: word pdp=art\n", " <: w1:nonquantprep pdp=subs|nmpr|prde|prps\n", " /-/\n", " /without/\n", " phrase_atom\n", " w1:nonquantprep pdp=subs|nmpr|prde|prps\n", " <: quantifier\n", " /-/\n", " /without/\n", " phrase_atom\n", " w1:nonquantprep pdp=subs|nmpr|prde|prps\n", " <: word pdp=art\n", " <: quantifier\n", " /-/\n", " \n", " \n", "% quantifier is not construct with quantified element\n", " /without/\n", " quantifier\n", " '*20, '\\n')\n", "heads_status()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "There are only 2 phrases left. Let's have a look at the remaining phrases..." ] }, { "cell_type": "code", "execution_count": 58, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "phrase 4\n" ] }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *842047*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Psalms 59:4\n", "
\n", "842047\n", "\n", "\n", "\n", "
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\n", " phrase 842047 Adju NP\n", "
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\n", "320066\n", "
לֹא־
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nega not
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\n", "320067\n", "
פִשְׁעִ֖י
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subs rebellion st=a
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\n", "320068\n", "
וְ
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conj and
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\n", "320069\n", "
לֹא־
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nega not
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\n", "\n", "
\n", "320070\n", "
חַטָּאתִ֣י
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subs sin st=a
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\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "phrase 2\n" ] }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *865764*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Proverbs 23:29\n", "
\n", "865764\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 865764 Subj NP\n", "
\n", "
\n", "\n", "
\n", "353272\n", "
אֹ֥וי
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intj woe
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
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\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "for phrase in list(remaining_phrases)[:100]:\n", " print(f'phrase {F.number.v(phrase)}')\n", " A.prettyTuple((phrase,), seqNumber=phrase)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Here we have negatives and interjections serving as the phrase heads of noun phrases. That might be considered a mistake by the BHSA. These are good candidates for analysis in a second BHSA.\n", "\n", "For now, for the two remaining phrases we apply a two part head assignment. First, if there is a substantive remaining in the unaccounted phrase, then we assign that to the position of head. Second, if there is no valid substantive, then we take the only valid word without a dependent subphrase relation. The selection is done in this way to account for other future versions of the dataset that may have more than just these two cases." ] }, { "cell_type": "code", "execution_count": 59, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Assigning last ditch heads to 2 remaining phrases...\n", "0 phrases left without a head...\n" ] } ], "source": [ "print(f'Assigning last ditch heads to {len(remaining_phrases)} remaining phrases...')\n", "last_ditch_assignments = {}\n", "\n", "for phrase in remaining_phrases:\n", " subs = set(w for w in L.d(phrase, 'word') if F.pdp.v(w) == 'subs')\n", " if subs:\n", " phrase2heads[phrase] |= subs\n", " last_ditch_assignments[phrase] = subs\n", " else:\n", " head_candidates = set(w for w in L.d(phrase, 'word')\n", " if any([not set(F.rela.v(sp) for sp in L.u(w, 'subphrase')) - {'Para', 'NA'}, # independent rela check\n", " not L.u(w, 'subphrase')]) # or no subphrase containment\n", " )\n", " phrase2heads[phrase] |= head_candidates\n", " last_ditch_assignments[phrase] = head_candidates\n", " \n", "remaining_phrases.difference_update(set(last_ditch_assignments.keys()))\n", " \n", "print(f'{len(remaining_phrases)} phrases left without a head...')" ] }, { "cell_type": "code", "execution_count": 60, "metadata": {}, "outputs": [ { "data": { "text/markdown": [ "\n", "\n", "**Result** *0*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Psalms 59:4\n", "
\n", "842047\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 842047 Adju NP\n", "
\n", "
\n", "\n", "
\n", "320066\n", "
לֹא־
\n", "
nega not
\n", "\n", "\n", "
\n", "\n", "
\n", "320067\n", "
פִשְׁעִ֖י
\n", "
subs rebellion st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "320068\n", "
וְ
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conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "320069\n", "
לֹא־
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nega not
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\n", "\n", "
\n", "320070\n", "
חַטָּאתִ֣י
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subs sin st=a
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\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *0*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Proverbs 23:29\n", "
\n", "865764\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 865764 Subj NP\n", "
\n", "
\n", "\n", "
\n", "353272\n", "
אֹ֥וי
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intj woe
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
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\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# sanity check for assignment\n", "for phrase, heads in last_ditch_assignments.items():\n", " A.prettyTuple((phrase,)+tuple(heads), seqNumber=0)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Evaluating Heads v.2\n", "\n", "## Vs. Stephen Ku's Evaluation of `headsv.1`\n", "\n", "\n", "Stephen Ku has kindly and laboriously documented missing head cases for heads v.1 (from April 21, see doc [here](https://docs.google.com/document/d/1miNomMzlutDu-cVVXa153D7kO03El-J1-CWjt6N5xJk/edit)). Below, I display Stephen's feedback and check to make sure his examples are indeed cured." ] }, { "cell_type": "code", "execution_count": 61, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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VerseIssueCauseDecision
0Gen 39:4missing יֵשׁ after כֹּליֵשׁ is not in the same clause as כֹּל
1Num 5:2missing two כֹּל’s (the one before צָר֖וּעַ an...
2Num 5:2it’s able to find the last כֹ֖ל but not טָמֵא ...טָמֵא belongs to another clause and is not mar...
3Num 31:7missing זָכָר after כֹּלזָכָר is an adjective
4Num 31:17missing זָכָ֖ר after כֹּלזָכָר is an adjective
5Num 31:17missing כֹּל before אִשָּׁה
6Deut 25:18missing חשׁל after כֹּלנֶּחֱשָׁלִ֣ים belongs to another clause and is...
7Judg 13:4missing טָמֵֽא after כֹּלטָמֵֽא is an adjective
81 Sam 14:36missing טוֹב after כֹּלטוֹב is an adjective
91 Kgs 11:15missing זָכָר after כֹּלזָכָר is an adjective
101 Kgs 11:16missing זָכָר after כֹּלזָכָר is an adjective
11Isa 43:7missing הַנִּקְרָ֣א after כֹּלנִּקְרָ֣א belongs to another clause and is a verb
12Ps 73:27missing זֹונֶ֥ה after כֹּלזֹונֶ֥ה belongs to another clause and is a verb
13Ps 119:118missing שֹׁוגִ֣ים after כֹּלשֹׁוגִ֣ים belongs to another clause and is a verb
14Job 40:11missing גֵּ֝אֶ֗ה after כֹּלגֵּ֝אֶ֗ה is an adjective
15Job 40:12missing גֵּ֝אֶ֗ה after כֹּלגֵּ֝אֶ֗ה is an adjective
16Prov 6:29missing נֹּגֵ֥עַ after כֹּלנֹּגֵ֥עַ belongs to another clause and is a verb
17Prov 20:8missing רָֽע after כֹּלרָֽע is an adjective
182 Chr 13:9missing בָּ֗א after כֹּלבָּ֗א belongs to another clause and is a verb
192 Chr 22:1missing רִאשֹׁנִים֙ after כֹּלרִאשֹׁנִים֙ is an ordinal?
\n", "
" ], "text/plain": [ " Verse Issue \\\n", "0 Gen 39:4 missing יֵשׁ after כֹּל \n", "1 Num 5:2 missing two כֹּל’s (the one before צָר֖וּעַ an... \n", "2 Num 5:2 it’s able to find the last כֹ֖ל but not טָמֵא ... \n", "3 Num 31:7 missing זָכָר after כֹּל \n", "4 Num 31:17 missing זָכָ֖ר after כֹּל \n", "5 Num 31:17 missing כֹּל before אִשָּׁה \n", "6 Deut 25:18 missing חשׁל after כֹּל \n", "7 Judg 13:4 missing טָמֵֽא after כֹּל \n", "8 1 Sam 14:36 missing טוֹב after כֹּל \n", "9 1 Kgs 11:15 missing זָכָר after כֹּל \n", "10 1 Kgs 11:16 missing זָכָר after כֹּל \n", "11 Isa 43:7 missing הַנִּקְרָ֣א after כֹּל \n", "12 Ps 73:27 missing זֹונֶ֥ה after כֹּל \n", "13 Ps 119:118 missing שֹׁוגִ֣ים after כֹּל \n", "14 Job 40:11 missing גֵּ֝אֶ֗ה after כֹּל \n", "15 Job 40:12 missing גֵּ֝אֶ֗ה after כֹּל \n", "16 Prov 6:29 missing נֹּגֵ֥עַ after כֹּל \n", "17 Prov 20:8 missing רָֽע after כֹּל \n", "18 2 Chr 13:9 missing בָּ֗א after כֹּל \n", "19 2 Chr 22:1 missing רִאשֹׁנִים֙ after כֹּל \n", "\n", " Cause Decision \n", "0 יֵשׁ is not in the same clause as כֹּל \n", "1 \n", "2 טָמֵא belongs to another clause and is not mar... \n", "3 זָכָר is an adjective \n", "4 זָכָר is an adjective \n", "5 \n", "6 נֶּחֱשָׁלִ֣ים belongs to another clause and is... \n", "7 טָמֵֽא is an adjective \n", "8 טוֹב is an adjective \n", "9 זָכָר is an adjective \n", "10 זָכָר is an adjective \n", "11 נִּקְרָ֣א belongs to another clause and is a verb \n", "12 זֹונֶ֥ה belongs to another clause and is a verb \n", "13 שֹׁוגִ֣ים belongs to another clause and is a verb \n", "14 גֵּ֝אֶ֗ה is an adjective \n", "15 גֵּ֝אֶ֗ה is an adjective \n", "16 נֹּגֵ֥עַ belongs to another clause and is a verb \n", "17 רָֽע is an adjective \n", "18 בָּ֗א belongs to another clause and is a verb \n", "19 רִאשֹׁנִים֙ is an ordinal? " ] }, "execution_count": 61, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ku_eval = pd.read_csv('stephen_ku_heads_eval.csv', header=1).fillna('')\n", "ku_eval['Decision'] = ''\n", "ku_eval" ] }, { "cell_type": "code", "execution_count": 62, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Gen 39:4\n", "v1 issue: missing יֵשׁ after כֹּל\n", "v2 update: not yet going out of clause boundaries\n" ] }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *Ku Eval 0*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Genesis 39:4\n", "
\n", "431967\n", "\n", "\n", "\n", "
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\n", " clause 431967 WxQ0|Defc\n", "
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\n", " phrase 664857 Conj CP\n", "
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וְ
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conj and
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\n", " phrase 664858 Objc NP\n", "
\n", "
\n", "\n", "
\n", "21482\n", "
כָל־
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " clause 431967 WxQ0|ZQt0\n", "
\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 664861 Pred VP\n", "
\n", "
\n", "\n", "
\n", "21485\n", "
נָתַ֥ן
\n", "
verb give qal perf
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 664862 Cmpl PP\n", "
\n", "
\n", "\n", "
\n", "21486\n", "
בְּ
\n", "
prep in
\n", "\n", "\n", "
\n", "\n", "
\n", "21487\n", "
יָדֹֽו׃
\n", "
subs hand st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Num 5:2\n", "v1 issue: missing two כֹּל’s (the one before צָר֖וּעַ and the one before זָ֑ב)\n", "v2 update: not yet going out of clause boundaries\n" ] }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *Ku Eval 1*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Numbers 5:2\n", "
\n", "441351\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " clause 441351 WYq0\n", "
\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 693489 Conj CP\n", "
\n", "
\n", "\n", "
\n", "72735\n", "
וִֽ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 693490 Pred VP\n", "
\n", "
\n", "\n", "
\n", "72736\n", "
ישַׁלְּחוּ֙
\n", "
verb send piel impf
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 693491 Cmpl PP\n", "
\n", "
\n", "\n", "
\n", "72737\n", "
מִן־
\n", "
prep from
\n", "\n", "\n", "
\n", "\n", "
\n", "72738\n", "
הַֽ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "72739\n", "
מַּחֲנֶ֔ה
\n", "
subs camp st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 693492 Objc NP\n", "
\n", "
\n", "\n", "
\n", "72740\n", "
כָּל־
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "72741\n", "
צָר֖וּעַ
\n", "
subs have skin-disease qal ptcp st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "72742\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "72743\n", "
כָל־
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "72744\n", "
זָ֑ב
\n", "
subs flow qal ptca st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "72745\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "72746\n", "
כֹ֖ל
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Num 5:2\n", "v1 issue: it’s able to find the last כֹ֖ל but not טָמֵא following it\n", "v2 update: not yet going out of clause boundaries\n" ] }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *Ku Eval 2*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Numbers 5:2\n", "
\n", "441351\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " clause 441351 WYq0\n", "
\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 693489 Conj CP\n", "
\n", "
\n", "\n", "
\n", "72735\n", "
וִֽ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 693490 Pred VP\n", "
\n", "
\n", "\n", "
\n", "72736\n", "
ישַׁלְּחוּ֙
\n", "
verb send piel impf
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 693491 Cmpl PP\n", "
\n", "
\n", "\n", "
\n", "72737\n", "
מִן־
\n", "
prep from
\n", "\n", "\n", "
\n", "\n", "
\n", "72738\n", "
הַֽ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "72739\n", "
מַּחֲנֶ֔ה
\n", "
subs camp st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 693492 Objc NP\n", "
\n", "
\n", "\n", "
\n", "72740\n", "
כָּל־
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "72741\n", "
צָר֖וּעַ
\n", "
subs have skin-disease qal ptcp st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "72742\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "72743\n", "
כָל־
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "72744\n", "
זָ֑ב
\n", "
subs flow qal ptca st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "72745\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "72746\n", "
כֹ֖ל
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Num 31:7\n", "v1 issue: missing זָכָר after כֹּל\n", "v2 update: fixed\n" ] }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *Ku Eval 3*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Numbers 31:7\n", "
\n", "444275\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " clause 444275 Way0\n", "
\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 702270 Conj CP\n", "
\n", "
\n", "\n", "
\n", "88990\n", "
וַ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 702271 Pred VP\n", "
\n", "
\n", "\n", "
\n", "88991\n", "
יַּֽהַרְג֖וּ
\n", "
verb kill qal wayq
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 702272 Objc NP\n", "
\n", "
\n", "\n", "
\n", "88992\n", "
כָּל־
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "88993\n", "
זָכָֽר׃
\n", "
subs male st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Num 31:17\n", "v1 issue: missing זָכָ֖ר after כֹּל\n", "v2 update: fixed\n" ] }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *Ku Eval 4*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Numbers 31:17\n", "
\n", "444294\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " clause 444294 ZIm0\n", "
\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 702337 Pred VP\n", "
\n", "
\n", "\n", "
\n", "89191\n", "
הִרְג֥וּ
\n", "
verb kill qal impv
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 702338 Objc NP\n", "
\n", "
\n", "\n", "
\n", "89192\n", "
כָל־
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "89193\n", "
זָכָ֖ר
\n", "
subs male st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 702338 Objc NP|PP\n", "
\n", "
\n", "\n", "
\n", "89194\n", "
בַּ
\n", "
prep in
\n", "\n", "\n", "
\n", "\n", "
\n", "89195\n", "
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "89196\n", "
טָּ֑ף
\n", "
subs <those unable to march> st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Num 31:17\n", "v1 issue: missing זָכָ֖ר after כֹּל\n", "v2 update: fixed\n" ] }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *Ku Eval 4*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Numbers 31:17\n", "
\n", "444295\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " clause 444295 WxI0|Defc\n", "
\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 702339 Conj CP\n", "
\n", "
\n", "\n", "
\n", "89197\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 702340 Objc NP\n", "
\n", "
\n", "\n", "
\n", "89198\n", "
כָל־
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "89199\n", "
אִשָּׁ֗ה
\n", "
subs woman st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " clause 444295 WxI0|ZIm0\n", "
\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 702344 Pred VP\n", "
\n", "
\n", "\n", "
\n", "89205\n", "
הֲרֹֽגוּ׃
\n", "
verb kill qal impv
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Num 31:17\n", "v1 issue: missing כֹּל before אִשָּׁה\n", "v2 update: fixed\n" ] }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *Ku Eval 5*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Numbers 31:17\n", "
\n", "444294\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " clause 444294 ZIm0\n", "
\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 702337 Pred VP\n", "
\n", "
\n", "\n", "
\n", "89191\n", "
הִרְג֥וּ
\n", "
verb kill qal impv
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 702338 Objc NP\n", "
\n", "
\n", "\n", "
\n", "89192\n", "
כָל־
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "89193\n", "
זָכָ֖ר
\n", "
subs male st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 702338 Objc NP|PP\n", "
\n", "
\n", "\n", "
\n", "89194\n", "
בַּ
\n", "
prep in
\n", "\n", "\n", "
\n", "\n", "
\n", "89195\n", "
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "89196\n", "
טָּ֑ף
\n", "
subs <those unable to march> st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Num 31:17\n", "v1 issue: missing כֹּל before אִשָּׁה\n", "v2 update: fixed\n" ] }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *Ku Eval 5*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Numbers 31:17\n", "
\n", "444295\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " clause 444295 WxI0|Defc\n", "
\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 702339 Conj CP\n", "
\n", "
\n", "\n", "
\n", "89197\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 702340 Objc NP\n", "
\n", "
\n", "\n", "
\n", "89198\n", "
כָל־
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "89199\n", "
אִשָּׁ֗ה
\n", "
subs woman st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " clause 444295 WxI0|ZIm0\n", "
\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 702344 Pred VP\n", "
\n", "
\n", "\n", "
\n", "89205\n", "
הֲרֹֽגוּ׃
\n", "
verb kill qal impv
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Deut 25:18\n", "v1 issue: missing חשׁל after כֹּל\n", "v2 update: not yet going out of clause boundaries\n" ] }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *Ku Eval 6*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Deuteronomy 25:18\n", "
\n", "447578\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " clause 447578 Coor Way0\n", "
\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 712409 Conj CP\n", "
\n", "
\n", "\n", "
\n", "107109\n", "
וַ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 712410 Pred VP\n", "
\n", "
\n", "\n", "
\n", "107110\n", "
יְזַנֵּ֤ב
\n", "
verb cut off piel wayq
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 712411 Cmpl PP\n", "
\n", "
\n", "\n", "
\n", "107111\n", "
בְּךָ֙
\n", "
prep in
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 712412 Objc NP\n", "
\n", "
\n", "\n", "
\n", "107112\n", "
כָּל־
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Judg 13:4\n", "v1 issue: missing טָמֵֽא after כֹּל\n", "v2 update: fixed\n" ] }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *Ku Eval 7*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Judges 13:4\n", "
\n", "452736\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " clause 452736 WxY0\n", "
\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 727954 Conj CP\n", "
\n", "
\n", "\n", "
\n", "135761\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 727955 Nega NegP\n", "
\n", "
\n", "\n", "
\n", "135762\n", "
אַל־
\n", "
nega not
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 727956 Pred VP\n", "
\n", "
\n", "\n", "
\n", "135763\n", "
תֹּאכְלִ֖י
\n", "
verb eat qal impf
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 727957 Objc NP\n", "
\n", "
\n", "\n", "
\n", "135764\n", "
כָּל־
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "135765\n", "
טָמֵֽא׃
\n", "
subs unclean st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "1 Sam 14:36\n", "v1 issue: missing טוֹב after כֹּל\n", "v2 update: not yet going out of clause boundaries\n" ] }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *Ku Eval 8*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "1_Samuel 14:36\n", "
\n", "455548\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " clause 455548 xIm0|Defc\n", "
\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 736484 Objc NP\n", "
\n", "
\n", "\n", "
\n", "149171\n", "
כָּל־
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " clause 455548 xIm0|ZIm0\n", "
\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 736488 Pred VP\n", "
\n", "
\n", "\n", "
\n", "149176\n", "
עֲשֵׂ֑ה ס
\n", "
verb make qal impv
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "1 Kgs 11:15\n", "v1 issue: missing זָכָר after כֹּל\n", "v2 update: fixed\n" ] }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *Ku Eval 9*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "1_Kings 11:15\n", "
\n", "462722\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " clause 462722 Coor Way0\n", "
\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 758181 Conj CP\n", "
\n", "
\n", "\n", "
\n", "185299\n", "
וַ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 758182 Pred VP\n", "
\n", "
\n", "\n", "
\n", "185300\n", "
יַּ֥ךְ
\n", "
verb strike hif wayq
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 758183 Objc NP\n", "
\n", "
\n", "\n", "
\n", "185301\n", "
כָּל־
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "185302\n", "
זָכָ֖ר
\n", "
subs male st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 758183 Objc NP|PP\n", "
\n", "
\n", "\n", "
\n", "185303\n", "
בֶּ
\n", "
prep in
\n", "\n", "\n", "
\n", "\n", "
\n", "185304\n", "
אֱדֹֽום׃
\n", "
nmpr Edom st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "1 Kgs 11:16\n", "v1 issue: missing זָכָר after כֹּל\n", "v2 update: fixed\n" ] }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *Ku Eval 10*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "1_Kings 11:16\n", "
\n", "462723\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " clause 462723 xQtX\n", "
\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 758184 Conj CP\n", "
\n", "
\n", "\n", "
\n", "185305\n", "
כִּ֣י
\n", "
conj that
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 758185 Time NP\n", "
\n", "
\n", "\n", "
\n", "185306\n", "
שֵׁ֧שֶׁת
\n", "
subs six st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "185307\n", "
חֳדָשִׁ֛ים
\n", "
subs month st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 758186 Pred VP\n", "
\n", "
\n", "\n", "
\n", "185308\n", "
יָֽשַׁב־
\n", "
verb sit qal perf
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 758187 Cmpl AdvP\n", "
\n", "
\n", "\n", "
\n", "185309\n", "
שָׁ֥ם
\n", "
advb there
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 758188 Subj PrNP\n", "
\n", "
\n", "\n", "
\n", "185310\n", "
יֹואָ֖ב
\n", "
nmpr Joab st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "185311\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "185312\n", "
כָל־
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "185313\n", "
יִשְׂרָאֵ֑ל
\n", "
nmpr Israel st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "1 Kgs 11:16\n", "v1 issue: missing זָכָר after כֹּל\n", "v2 update: fixed\n" ] }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *Ku Eval 10*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "1_Kings 11:16\n", "
\n", "462724\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " clause 462724 xQt0\n", "
\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 758189 Conj CP\n", "
\n", "
\n", "\n", "
\n", "185314\n", "
עַד־
\n", "
conj unto
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 758190 Pred VP\n", "
\n", "
\n", "\n", "
\n", "185315\n", "
הִכְרִ֥ית
\n", "
verb cut hif perf
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 758191 Objc NP\n", "
\n", "
\n", "\n", "
\n", "185316\n", "
כָּל־
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "185317\n", "
זָכָ֖ר
\n", "
subs male st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 758191 Objc NP|PP\n", "
\n", "
\n", "\n", "
\n", "185318\n", "
בֶּ
\n", "
prep in
\n", "\n", "\n", "
\n", "\n", "
\n", "185319\n", "
אֱדֹֽום׃
\n", "
nmpr Edom st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Isa 43:7\n", "v1 issue: missing הַנִּקְרָ֣א after כֹּל\n", "v2 update: not yet going out of clause boundaries\n" ] }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *Ku Eval 11*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Isaiah 43:7\n", "
\n", "471639\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " clause 471639 Ellp\n", "
\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 783566 Objc NP\n", "
\n", "
\n", "\n", "
\n", "227043\n", "
כֹּ֚ל
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Ps 73:27\n", "v1 issue: missing זֹונֶ֥ה after כֹּל\n", "v2 update: not yet going out of clause boundaries\n" ] }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *Ku Eval 12*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Psalms 73:27\n", "
\n", "493806\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " clause 493806 Coor ZQt0\n", "
\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 843943 Pred VP\n", "
\n", "
\n", "\n", "
\n", "322765\n", "
הִ֝צְמַ֗תָּה
\n", "
verb be silent hif perf
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 843944 Objc NP\n", "
\n", "
\n", "\n", "
\n", "322766\n", "
כָּל־
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Ps 119:118\n", "v1 issue: missing שֹׁוגִ֣ים after כֹּל\n", "v2 update: not yet going out of clause boundaries\n" ] }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *Ku Eval 13*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Psalms 119:118\n", "
\n", "496425\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " clause 496425 ZQt0\n", "
\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 850462 Pred VP\n", "
\n", "
\n", "\n", "
\n", "332217\n", "
סָ֭לִיתָ
\n", "
verb reject qal perf
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 850463 Objc NP\n", "
\n", "
\n", "\n", "
\n", "332218\n", "
כָּל־
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Job 40:11\n", "v1 issue: missing גֵּ֝אֶ֗ה after כֹּל\n", "v2 update: fixed\n" ] }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *Ku Eval 14*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Job 40:11\n", "
\n", "500267\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " clause 500267 WIm0\n", "
\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 860845 Conj CP\n", "
\n", "
\n", "\n", "
\n", "346212\n", "
וּ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 860846 Pred VP\n", "
\n", "
\n", "\n", "
\n", "346213\n", "
רְאֵ֥ה
\n", "
verb see qal impv
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 860847 Objc NP\n", "
\n", "
\n", "\n", "
\n", "346214\n", "
כָל־
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "346215\n", "
גֵּ֝אֶ֗ה
\n", "
subs haughty st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Job 40:12\n", "v1 issue: missing גֵּ֝אֶ֗ה after כֹּל\n", "v2 update: fixed\n" ] }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *Ku Eval 15*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Job 40:12\n", "
\n", "500269\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " clause 500269 ZIm0\n", "
\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 860850 Pred VP\n", "
\n", "
\n", "\n", "
\n", "346218\n", "
רְאֵ֣ה
\n", "
verb see qal impv
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 860851 Objc NP\n", "
\n", "
\n", "\n", "
\n", "346219\n", "
כָל־
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "346220\n", "
גֵּ֭אֶה
\n", "
subs haughty st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Prov 6:29\n", "v1 issue: missing נֹּגֵ֥עַ after כֹּל\n", "v2 update: not yet going out of clause boundaries\n" ] }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *Ku Eval 16*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Proverbs 6:29\n", "
\n", "500863\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " clause 500863 xYqX\n", "
\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 862467 Nega NegP\n", "
\n", "
\n", "\n", "
\n", "348522\n", "
לֹ֥א
\n", "
nega not
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 862468 Pred VP\n", "
\n", "
\n", "\n", "
\n", "348523\n", "
יִ֝נָּקֶ֗ה
\n", "
verb be clean nif impf
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 862469 Subj NP\n", "
\n", "
\n", "\n", "
\n", "348524\n", "
כָּֽל־
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Prov 20:8\n", "v1 issue: missing רָֽע after כֹּל\n", "v2 update: fixed\n" ] }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *Ku Eval 17*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Proverbs 20:8\n", "
\n", "501856\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " clause 501856 Ptcp|Defc\n", "
\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 865036 Subj NP\n", "
\n", "
\n", "\n", "
\n", "352194\n", "
מֶ֗לֶךְ
\n", "
subs king st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " clause 501856 Ptcp\n", "
\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 865039 PreC VP\n", "
\n", "
\n", "\n", "
\n", "352199\n", "
מְזָרֶ֖ה
\n", "
verb scatter piel ptca st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 865040 Adju PP\n", "
\n", "
\n", "\n", "
\n", "352200\n", "
בְ
\n", "
prep in
\n", "\n", "\n", "
\n", "\n", "
\n", "352201\n", "
עֵינָ֣יו
\n", "
subs eye st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 865041 Objc NP\n", "
\n", "
\n", "\n", "
\n", "352202\n", "
כָּל־
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "352203\n", "
רָֽע׃
\n", "
subs evil st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "2 Chr 13:9\n", "v1 issue: missing בָּ֗א after כֹּל\n", "v2 update: not yet going out of clause boundaries\n" ] }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *Ku Eval 18*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "2_Chronicles 13:9\n", "
\n", "513398\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " clause 513398 Ellp\n", "
\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 897827 Objc NP\n", "
\n", "
\n", "\n", "
\n", "413167\n", "
כָּל־
\n", "
subs whole st=c
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\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "2 Chr 22:1\n", "v1 issue: missing רִאשֹׁנִים֙ after כֹּל\n", "v2 update: fixed\n" ] }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *Ku Eval 19*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "2_Chronicles 22:1\n", "
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\n", " clause 514152 xQtX\n", "
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\n", " phrase 900085 Conj CP\n", "
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כִּ֤י
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conj that
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\n", " phrase 900086 Objc NP\n", "
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כָל־
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subs whole st=c
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הָ
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art the
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רִאשֹׁנִים֙
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subs first st=a
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\n", " phrase 900087 Pred VP\n", "
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הָרַ֣ג
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verb kill qal perf
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\n", " phrase 900088 Subj NP\n", "
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הַ
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art the
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גְּד֔וּד
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subs band st=a
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\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "abb2book = {'Gen': 'Genesis', \n", " 'Num':'Numbers', \n", " 'Deut': 'Deuteronomy',\n", " 'Judg': 'Judges',\n", " '1_Sam': '1_Samuel',\n", " '1_Kgs': '1_Kings',\n", " 'Isa': 'Isaiah',\n", " 'Ps': 'Psalms',\n", " 'Job': 'Job',\n", " 'Prov': 'Proverbs',\n", " '2_Chr': '2_Chronicles'}\n", "\n", "my_decisions = {'not yet going out of clause boundaries': {0,1, 2 ,6, 8, 11, 12 , 13, 16, 18},\n", " 'fixed': {3, 4, 5, 7, 9, 10, 14, 15, 17, 19},}\n", "\n", "for decision, numbers in my_decisions.items():\n", " for num in numbers:\n", " ku_eval.loc[num]['Decision'] = decision\n", " \n", "\n", "for i, ref in enumerate(ku_eval.Verse):\n", "\n", " book, ch_vs = ref.split() if not re.match('^\\d', ref) else ref.replace(' ', '_', 1).split()\n", " book = abb2book[book.strip()]\n", " chapter, verse = ch_vs.split(':')\n", " \n", " # get TF ref\n", " tf_node = T.nodeFromSection((book, int(chapter), int(verse)))\n", " for phrase in L.d(tf_node, 'phrase'):\n", " if 'KL/' in [F.lex.v(w) for w in L.d(phrase, 'word')]:\n", " print(ref)\n", " print(f'v1 issue: {ku_eval.Issue[i]}')\n", " print(f'v2 update: {ku_eval.Decision[i]}')\n", " A.prettyTuple((phrase,)+tuple(phrase2heads[phrase]), seqNumber=f'Ku Eval {i}', condenseType='clause', withNodes=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "By way of overview, here are the previous issues and the new decisions." ] }, { "cell_type": "code", "execution_count": 63, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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VerseIssueCauseDecision
0Gen 39:4missing יֵשׁ after כֹּליֵשׁ is not in the same clause as כֹּלnot yet going out of clause boundaries
1Num 5:2missing two כֹּל’s (the one before צָר֖וּעַ an...not yet going out of clause boundaries
2Num 5:2it’s able to find the last כֹ֖ל but not טָמֵא ...טָמֵא belongs to another clause and is not mar...not yet going out of clause boundaries
3Num 31:7missing זָכָר after כֹּלזָכָר is an adjectivefixed
4Num 31:17missing זָכָ֖ר after כֹּלזָכָר is an adjectivefixed
5Num 31:17missing כֹּל before אִשָּׁהfixed
6Deut 25:18missing חשׁל after כֹּלנֶּחֱשָׁלִ֣ים belongs to another clause and is...not yet going out of clause boundaries
7Judg 13:4missing טָמֵֽא after כֹּלטָמֵֽא is an adjectivefixed
81 Sam 14:36missing טוֹב after כֹּלטוֹב is an adjectivenot yet going out of clause boundaries
91 Kgs 11:15missing זָכָר after כֹּלזָכָר is an adjectivefixed
101 Kgs 11:16missing זָכָר after כֹּלזָכָר is an adjectivefixed
11Isa 43:7missing הַנִּקְרָ֣א after כֹּלנִּקְרָ֣א belongs to another clause and is a verbnot yet going out of clause boundaries
12Ps 73:27missing זֹונֶ֥ה after כֹּלזֹונֶ֥ה belongs to another clause and is a verbnot yet going out of clause boundaries
13Ps 119:118missing שֹׁוגִ֣ים after כֹּלשֹׁוגִ֣ים belongs to another clause and is a verbnot yet going out of clause boundaries
14Job 40:11missing גֵּ֝אֶ֗ה after כֹּלגֵּ֝אֶ֗ה is an adjectivefixed
15Job 40:12missing גֵּ֝אֶ֗ה after כֹּלגֵּ֝אֶ֗ה is an adjectivefixed
16Prov 6:29missing נֹּגֵ֥עַ after כֹּלנֹּגֵ֥עַ belongs to another clause and is a verbnot yet going out of clause boundaries
17Prov 20:8missing רָֽע after כֹּלרָֽע is an adjectivefixed
182 Chr 13:9missing בָּ֗א after כֹּלבָּ֗א belongs to another clause and is a verbnot yet going out of clause boundaries
192 Chr 22:1missing רִאשֹׁנִים֙ after כֹּלרִאשֹׁנִים֙ is an ordinal?fixed
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" ], "text/plain": [ " Verse Issue \\\n", "0 Gen 39:4 missing יֵשׁ after כֹּל \n", "1 Num 5:2 missing two כֹּל’s (the one before צָר֖וּעַ an... \n", "2 Num 5:2 it’s able to find the last כֹ֖ל but not טָמֵא ... \n", "3 Num 31:7 missing זָכָר after כֹּל \n", "4 Num 31:17 missing זָכָ֖ר after כֹּל \n", "5 Num 31:17 missing כֹּל before אִשָּׁה \n", "6 Deut 25:18 missing חשׁל after כֹּל \n", "7 Judg 13:4 missing טָמֵֽא after כֹּל \n", "8 1 Sam 14:36 missing טוֹב after כֹּל \n", "9 1 Kgs 11:15 missing זָכָר after כֹּל \n", "10 1 Kgs 11:16 missing זָכָר after כֹּל \n", "11 Isa 43:7 missing הַנִּקְרָ֣א after כֹּל \n", "12 Ps 73:27 missing זֹונֶ֥ה after כֹּל \n", "13 Ps 119:118 missing שֹׁוגִ֣ים after כֹּל \n", "14 Job 40:11 missing גֵּ֝אֶ֗ה after כֹּל \n", "15 Job 40:12 missing גֵּ֝אֶ֗ה after כֹּל \n", "16 Prov 6:29 missing נֹּגֵ֥עַ after כֹּל \n", "17 Prov 20:8 missing רָֽע after כֹּל \n", "18 2 Chr 13:9 missing בָּ֗א after כֹּל \n", "19 2 Chr 22:1 missing רִאשֹׁנִים֙ after כֹּל \n", "\n", " Cause \\\n", "0 יֵשׁ is not in the same clause as כֹּל \n", "1 \n", "2 טָמֵא belongs to another clause and is not mar... \n", "3 זָכָר is an adjective \n", "4 זָכָר is an adjective \n", "5 \n", "6 נֶּחֱשָׁלִ֣ים belongs to another clause and is... \n", "7 טָמֵֽא is an adjective \n", "8 טוֹב is an adjective \n", "9 זָכָר is an adjective \n", "10 זָכָר is an adjective \n", "11 נִּקְרָ֣א belongs to another clause and is a verb \n", "12 זֹונֶ֥ה belongs to another clause and is a verb \n", "13 שֹׁוגִ֣ים belongs to another clause and is a verb \n", "14 גֵּ֝אֶ֗ה is an adjective \n", "15 גֵּ֝אֶ֗ה is an adjective \n", "16 נֹּגֵ֥עַ belongs to another clause and is a verb \n", "17 רָֽע is an adjective \n", "18 בָּ֗א belongs to another clause and is a verb \n", "19 רִאשֹׁנִים֙ is an ordinal? \n", "\n", " Decision \n", "0 not yet going out of clause boundaries \n", "1 not yet going out of clause boundaries \n", "2 not yet going out of clause boundaries \n", "3 fixed \n", "4 fixed \n", "5 fixed \n", "6 not yet going out of clause boundaries \n", "7 fixed \n", "8 not yet going out of clause boundaries \n", "9 fixed \n", "10 fixed \n", "11 not yet going out of clause boundaries \n", "12 not yet going out of clause boundaries \n", "13 not yet going out of clause boundaries \n", "14 fixed \n", "15 fixed \n", "16 not yet going out of clause boundaries \n", "17 fixed \n", "18 not yet going out of clause boundaries \n", "19 fixed " ] }, "execution_count": 63, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ku_eval" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As indicated in the decisions, I have decided to not yet extend beyond the clause boundaries for situations where כל quantifies an entire clause. That step may require further methodological evaluation about the role of clause and phrase embeddings. This is a task that is better suited within a whole new data model, such as a second BHSA can provide.\n", "\n", "All other cases have been fixed by the new heads selection procedures. This already shows that the new heads performs better than the previous version.\n", "\n", "## Statistical Evaluation\n", "\n", "Below I provide statistical counts and visualizations for the head assignments. " ] }, { "cell_type": "code", "execution_count": 64, "metadata": {}, "outputs": [], "source": [ "typ2pdpcounts = collections.defaultdict(lambda: collections.Counter())\n", "\n", "for phrase, heads in phrase2heads.items():\n", " typ = F.typ.v(phrase)\n", " pdps = [F.pdp.v(head) for head in heads]\n", " typ2pdpcounts[typ].update(pdps)\n", " \n", "typ2pdpcounts = pd.DataFrame(typ2pdpcounts).fillna(0)" ] }, { "cell_type": "code", "execution_count": 65, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Parts of Speech for PPrP\n" ] }, { "data": { "text/html": [ "
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PPrP
prps4386.0
subs262.0
nmpr21.0
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\n", 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prde790.0
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4WOwSnktQCJ86dapTW319PQoKCpCRkYE9e/a88Gfk5OSgqKgIx48f7/K4TCbrFKYdn01MTDQr4a76mJiYCJmGlkmTJmHIkCHdPo+I+hd9LYJaWlp6tLgTFMJjxozpst3JyQltbW2IjY3F/v37n/szjh49iocPH2rtAwPAtm3bsH//fnh4eHT6stDq6moAT7cg7OzsNG0TJkzQ6mNjYyNkGkREPzuCL8w9i7OzM/785z+/sN/OnTs7vXVt3rx5CA8Px/z583Hp0iUolUrU1dXBwsICAFBQUABTU1M4OTlBKpVCLpejsLBQc5tcW1sbiouLERAQ0NtpEBGJotchnJ+frwnN53nWatXKygovvfQSRowYgcTERERERGDdunW4d+8eEhISEBQUpNkHDg4Oxvbt2yGXy+Hq6op9+/ahoaGh13dsEBGJRVAIBwYGdmpra2tDVVUVKisrERoa2utChgwZgrS0NGzbtg3+/v6wsLBAQEAAwsLCNH38/f1RX1+PpKQk1NbWwtnZGenp6bCysur1+EREYhAUwl29K9jQ0BAKhQJhYWF45513ejT4jRs3tD7b29tj3759zz0nODgYwcHBPRqPiOjnRlAIZ2Zm6roOIqJBiV+HQUQkIkEr4blz5wr+RmWJRILTp0/3qigiosFCUAi/9dZbOHjwINrb2zFnzhzY2tqitrYW586dQ1VVFX7zm990epKNiIheTFAIt7S0YNSoUdi/f7/WC9xVKhVCQ0MxYsQIbNmyRWdFEhENVIL2hJVKJUJDQzt9g4ZUKsX777+P3NxcnRRHRDTQCb4wV1tb22X73bt3YWTU62c+iIgGJUEhPGfOHCQkJOCbb75Be3s7gKcPa5w8eRLJycmYP3++ToskIhqoBC1hN27ciNLSUoSFhcHIyAgWFhZ49OgR2tvb8fLLLyMyMlLXdRIRDUiCQnjo0KE4cuQIzp49i4sXL+Lx48cYNmwYZs6ciZkzZ+q6RiKiAUvwZq6hoSF8fHzg4+Ojy3qIiAYVwSFcVVWF3bt349tvv0V1dTUOHjyIr776Cs7OztwTJiLqIUEX5u7cuYO3334bp06dwuTJk9Ha2goAePjwIdatW9flN28QEdGLCVoJx8XFYeTIkcjMzIRMJsOJEycAADt27EBzczPS0tIwb948nRZKRDQQCVoJFxQU4IMPPoCZmVmnd0gsWrQIt27d0klxREQDnaAQNjAweOYLfJqamrp83zAREb2YoPT08PBAamoqHj9+rGmTSCRoa2tDVlYWpk2bprMCiYgGMkF7wpGRkXjvvfcwb948TJ8+HRKJBHv37sWtW7dQUVGBAwcO6LpOIqIBSdBK2MHBAUePHsXLL7+M4uJiGBoa4vz58xg3bhwOHTqEiRMn6rpOIqIBSdBK+IsvvsDs2bOxc+dOXddDRDSoCFoJ79y5E9euXdN1LUREg46gEB49ejQePHig61qIiAYdQdsR/v7+iIuLQ3FxMcaPH48RI0Z06rNo0aI+L46IaKB7Zgj/5z//wahRo2BgYIDY2FgA0Dwp978kEglDmIioB54Zwn5+fkhKSsKMGTOwcOFChIaG8hs0iIj62DNTtbm5GVVVVQCAnJwc+Pv7Y8qUKXorjIhoMHhmCLu5uSE6Ohp/+tOfoFarER4eDmNj4y77SiQSnD17VmdFEhENVM8M4R07dmD//v2ora3Fl19+CWdnZwwfPrzXA9bX1yM5ORmnT5/Gf//7X8jlcoSFhcHb2xsAUF5ejpiYGFy4cAEymQwLFy5ERESE1lZIVlYW0tPTUVNTA4VCgU2bNsHV1bXXtRER6dszQ9jGxgbr168H8PQtaqtWrYKzs3OvB9y4cSNu3LiB7du346WXXkJeXh7Cw8ORnp4Od3d3LFu2DHK5HNnZ2bh79y6io6NhZGSEiIgIAIBSqUR8fDxiYmKgUCiQlpaGkJAQ5OXl9clfEkRE+iToPuEzZ870SQDX1NTg1KlTiI6OxqxZs2Bvb4/Q0FBMnz4dR44cQX5+PioqKhAXFwdHR0d4e3sjMjISGRkZaG5uBgCkpqZiyZIl8PX1hYODA2JjY2FmZobs7Oxe10dEpG96fQflL37xC+zdu7fTW9ckEgkePXqEoqIiKBQKWFpaao55enqisbERV69exYMHD1BWVgZPT0/NcUNDQ7i7u6OoqEhv8yAi6it6DWEzMzP86le/gpmZmabt0qVLOH/+PObMmYOqqirY2tpqnWNtbQ0AqKys1Nyt0VWf+/fv67h6IqK+J+qNv7dv30Z4eDgmT56MgIAAnD59Gqamplp9pFIpAKClpQVNTU1abT/to1KpujV2SUlJLyrvHnd3d72NRUTaiouLxS7huUQL4QsXLiA8PBx2dnZITU2FsbExZDJZpzDt+GxiYgKZTKbV9tM+JiYm3Rp/0qRJGDJkSC9mQET9gb4WQS0tLT1a3InyvUS5ubkICgqCs7MzMjMzMXToUABPtxmqq6u1+nZ8trW1hZ2dnVbbT/vY2NjooXIior6l9xA+fvw4oqKi8PrrryM1NVVrf9jDwwPXrl1DXV2dpq2goACmpqZwcnKClZUV5HI5CgsLNcfb2tpQXFyM6dOn63UeRER9Qa8hXFlZiS1btsDT0xPr1q1DbW0tampqUFNTg9raWvj4+MDGxgYRERG4fv06zpw5g4SEBAQFBWn2gYODg/H5559DqVTi1q1b2Lx5MxoaGuDn56fPqRAR9Qm97gmfOnUKTU1NOH/+PLy8vLSOTZ06FQcPHkRaWhq2bdsGf39/WFhYICAgAGFhYZp+/v7+qK+vR1JSEmpra+Hs7Iz09HRYWVnpcypERH1Colar1WIXoU8dm+f6vjC3JCpLb2MR0VMHdgTqbayeZosoF+aIiOgphjARkYgYwkREImIIExGJiCFMRCQihjARkYgYwkREImIIExGJiCFMRCQihjARkYgYwkREImIIExGJiCFMRCQihjARkYgYwkREImIIExGJiCFMRCQihjARkYgYwkREImIIExGJiCFMRCQihjARkYgYwkREImIIExGJiCFMRCQihjARkYgYwkREImIIExGJqF+GcHt7O5KTk+Hl5YXJkycjODgY//73v8Uui4io2/plCO/atQsHDx7E9u3bcejQIRgaGmLZsmVoaWkRuzQiom7pdyGsUqmQnp6O8PBwzJ49GxMnTsQnn3yCBw8eIC8vT+zyiIi6xUjsArrr2rVraGxsxIwZMzRtZmZmcHJyQlFRERYsWPDc89VqNYCnYa5PFibGeh2PiKDXfx13ZEpHxgjV70K4qqoKAGBjY6PVbm1tjfv377/w/NbWVgBAaWlp3xf3HB/4/lKv4xERUFJSovcxW1tbIZPJBPfvdyHc1NQEAJBKpVrtUqlU0OrW1NQUjo6OMDY2hkQi0UmNRDT4qNVqtLa2wtTUtFvn9bsQ7vgbRqVSaQWxSqWCiYnJC883MDCAubm5zuojosGrOyvgDv3uwtzIkSMBANXV1Vrt1dXVnbYoiIh+7vpdCE+cOBFmZmYoLCzUtNXX1+P777/H9OnTRayMiKj7+t12hFQqxdKlS/HJJ59gxIgRGDVqFBISEmBjY4N58+aJXR4RUbf0uxAGgN/97ndoa2vDxx9/jKamJri7uyMtLa3TxToiop87ibq7N7UREVGf6Xd7wkREAwlDmIhIRAxhIiIRMYSJuuHw4cOYMGGC2GXQAMIQJiISEUOYiEhEDGEaFCZMmIADBw5g8eLFcHFxwfz583H69GnN8ZSUFLz33ntYu3Ytpk6diujoaADA119/DV9fX7i4uGDp0qWd3tTX3t6OPXv2wNvbG66urvD19cXhw4f1Ojfq3xjCNGjEx8fD19cXx44dw69//WuEh4ejqKhIc/zixYswNzfHsWPHEBISgosXL+Kjjz6Cj48PcnNz4evri71792r9zISEBBw8eBCbNm3CiRMnEBISgvj4eHz66af6nh71U/3yiTminliwYAECAwMBAGvXrkVhYSEyMjIwbdo0TZ9Vq1Zh2LBhAIA1a9Zg8uTJWLVqFQBALpfjxo0byMrKAgA0NDQgIyMD8fHxmDt3LgBg9OjRqKmpwZ49e7B8+XIYGHCdQ8/HPyE0aHh4eGh9dnNz03q5v6WlpSaAgacv/ndxcdE6Z8qUKZr/vn37NlQqFdavX48pU6ZofiUnJ+PRo0d48OCBjmZCAwlXwjRoGBtrf8VUW1sbDA0NNZ+7ehfs/z7Vb2Rk1OlYQkICxo8f3+lcKyurXtVLgwNXwjRoXLlyRevzd999Bycnp2f2VygU+O677575M8aNGwdjY2Pcu3cP9vb2ml+FhYXYvXs3tyJIEP4poUEjMzMTubm5uHPnDuLi4nD9+nUEBQU9s39wcDBKS0sRFxeHO3fu4NixY8jOztYcNzc3x+LFi5GcnIycnBzcvXsXubm5iI2NhZWVFUOYBOF2BA0aixcvRmZmJm7cuAFHR0ekpaW9cCW8d+9exMfH44svvsD48eMRGhqKhIQETZ+NGzdi+PDhSElJQVVVFWxsbPDBBx9gxYoV+pgSDQB8lSUNChMmTMD27dvh5+cndilEWvjvJSIiETGEiYhExO0IIiIRcSVMRCQihjARkYgYwkREImIIExGJiCFMRCSi/wNhGJorKUKExQAAAABJRU5ErkJggg==\n", 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nega6742.0
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HH6mqquKuu+5ixowZjV2niEibZSior7/+ejZt2sSuXbv4z3/+w08//UTHjh0ZMGAAAwYMaOwaRUTaNMOby66urgwfPpzhw4c3Zj0iIvIrhoO6oKCAN954gy+++IIzZ86wfv16PvjgA8LCwrRHLSLSiAx9mfjdd9/x+9//nh07dnD77bdTWVkJwLlz53j22WdrfQOMiIg0DEMr6tTUVLp06cLatWvx8PDgww8/BGDBggWUlZWRlpbGiBEjGrVQEZG2ytCKeu/evTz66KN4e3tf8syPBx98kLy8vEYpTkREDAa1i4vLZR/KVFpaWuvzqkVEpGEYSth+/fqxfPlyfvrpJ0ebxWLBZrOxbt067rjjjkYrUESkrTO0Rz1jxgweeughRowYQf/+/bFYLKxYsYK8vDxOnTrFO++809h1ioi0WYZW1D169OC9997jrrvuIjs7G1dXV/bs2cNNN93Exo0b6dWrV2PXKSLSZhlaUb/99tsMGTKERYsWNXY9IiLyK4ZW1IsWLSI3N7exaxERkVoYCuobb7yRwsLCBjlhcXExL7/8MsOGDSM8PJzo6Gg+/fRTR//Jkyd5/PHH6du3LwMHDmThwoVcvHjRaY5169YRFRVF7969iYuL48CBA079RuYQEWkpDG19xMbGkpqaSnZ2NrfccgudO3e+ZMyDDz5o6ISzZ8/m8OHDzJs3jxtuuIHMzEymTZtGeno6ERERJCQkEBQUxIYNGzhx4gTJycm0a9eOpKQkoPolBgsXLiQlJYWQkBDS0tKYPHkymZmZdOrUiYqKijrnEBFpSSx2u91eW8fx48fp1q0bLi4udX5ZaLFYDG2NnD17lkGDBrF8+XKGDh3qaH/kkUfo3LkzQ4cOZfbs2XzxxRd06NABgHfffZeXX36Zf//733h4eHDPPfcQFRXFzJkzgernYt9999088MADJCYmsm3btjrnqEt5eTk5OTnceuutuLu71zm+oYyfua7JziUi1d5ZMKHJznW12XLZFXVMTAxLlizhzjvvZNy4cUyZMuWa3+Ry3XXXsWLFCvr27evUbrFY+PHHH8nKyiIkJMQRsACRkZGUlJRw6NAhAgMDOXr0KJGRkY5+V1dXIiIiyMrKAqhzjoiIiGv6GUREmtplk7esrIyCggIANm/eTGxsLOHh4dd0Mm9vb373u985te3fv589e/YwZ84cdu/eTUBAgFO/n58fAPn5+Y7VcG1jDh48CFQ/5e9Kc9RHTk5OvcZfC/0CEWk+2dnZzV3CFV02qPv06UNycjKvvvoqdrudadOm4ebmVutYi8XCrl276n3yb775hmnTpnH77bcTFxfHJ598gpeXl9MYq9UKVP+VobS01Kntl2MqKiqA6l8wV5qjPpp660NEmkdTLZRqtj7q67JBvWDBAlatWkVRURHvv/8+YWFhdOrU6ZqK/KUvv/ySadOm0bVrV5YvX46bmxseHh6OwK1R89nT09Oxoq5tjKenJ0Cdc4iItDSXDWp/f39mzZoFVD8976mnniIsLKxBTrp161aSk5Pp378/S5cuxdvbG6je0vj1l5Jnzpxx9HXt2tXR1rNnT6cx/v7+huYQEWlpDF1HvXPnzgYL6W3btjFz5kxGjRrF8uXLHSEN1Q9/ys3N5fz58462vXv34uXlRWhoKL6+vgQFBbFv3z5Hv81mIzs7m/79+xuaQ0SkpWnS55Pm5+fz/PPPExkZybPPPktRURFnz57l7NmzFBUVMXz4cPz9/UlKSuLrr79m586dLF68mEmTJjn2mePj41m9ejUZGRnk5eUxZ84cLly4QExMDIChOUREWpJru96unnbs2EFpaSl79uxh8ODBTn19+/Zl/fr1pKWlMXfuXGJjY/Hx8SEuLo7ExETHuNjYWIqLi1myZAlFRUWEhYWRnp6Or68vAO7u7nXOISLSklz2hpe2TDe8iLQdLeGGF72aRUTE5BTUIiImp6AWETE5BbWIiMkpqEVETE5BLSJicgpqERGTU1CLiJicglpExOQU1CIiJqegFhExOQW1iIjJKahFRExOQS0iYnIKahERk1NQi4iYnIJaRMTkFNQiIianoBYRMTkFtYiIySmoRURMTkEtImJyCmoREZNTUIuImJyCWkTE5BTUIiImp6AWETE5BbWIiMkpqEVETE5BLSJicgpqERGTU1CLiJicglpExOQU1CIiJtcqg7qqqoqlS5cyePBgbr/9duLj4zl27FhzlyUiclVaZVD/7W9/Y/369cybN4+NGzfi6upKQkIC5eXlzV2aiEi9tbqgrqioID09nWnTpjFkyBB69erFa6+9RmFhIZmZmc1dnohIvbVr7gIaWm5uLiUlJdx5552ONm9vb0JDQ8nKymLs2LF1zmG324Hq0G9KPp5uTXo+EaFJ/6Zdkyk1GWNUqwvqgoICAPz9/Z3a/fz8OH36tKE5KisrAThy5EjDFleHR8fc3KTnExHIyclp8nNWVlbi4eFheHyrC+rS0lIArFarU7vVajW8Qvby8iI4OBg3NzcsFkuD1ygibZPdbqeyshIvL696Hdfqgrrmt1RFRYVTWFdUVODp6WloDhcXF9q3b98o9YlI21aflXSNVvdlYpcuXQA4c+aMU/uZM2cu2Q4REWkJWl1Q9+rVC29vb/bt2+doKy4u5quvvqJ///7NWJmIyNVpdVsfVquVhx9+mNdee43OnTvTrVs3Fi9ejL+/PyNGjGju8kRE6q3VBTXAH//4R2w2Gy+88AKlpaVERESQlpZ2yReMIiItgcVe3wv6RESkSbW6PWoRkdZGQS0iYnIKahERk1NQi4iYnIJaRMTkFNQiIibXKq+jFqmPnj17kpKSQmZmJtnZ2fj7+zN27FgSExMdY7Kzs3n11Vc5ePAgHTt2ZPDgwTzzzDN07NgRqH4Y2CuvvMI///lPKisrGTVqFGVlZbi5ufHKK68A8O6777JmzRqOHTuGi4sLISEhzJ49m969ezfLzy0th1bUIsCCBQsYO3YsW7ZsYeTIkSxdutTxGILc3FwmTZrEwIED2bJlC0uWLOHo0aNMnDjR8UjcWbNm8fnnn/Pqq6+yYcMGiouL+fDDDx3zf/zxx7z00kskJCSQmZnJqlWrqKysJDk5uVl+Xmlh7CJtXHBwsD0lJcXxuaqqyh4eHm5/88037Xa73f7MM8/YH3vsMadjCgsL7T179rR//PHH9uPHj9uDg4Ptu3btcvSXlZXZBw0aZJ81a5bdbrfb9+3bZ3///fed5ti4caM9ODjYXlVV1Ug/mbQW2voQAYKCghz/brFY8Pb2dqyWc3NzOXbsGOHh4U7H2O12vvnmG2w2GwB9+vRx9Lm7u3Pbbbc5Pvfr14/rr7+ev/71r3z33XccO3aMw4cPA2Cz2WjXTn8U5fL0f4cIl75oAn5+XVJVVRX33nuv0551jQ4dOpCVleU0vjZbt27lueeeY8yYMYSHh/PQQw9x+PBh5s6d20A/gbRm2qMWqUNwcDB5eXl0796dwMBAAgMDcXd3Z/78+Rw/fpyePXtisVg4cOCA45jKykq++uorx+cVK1YQHR1NamoqDz/8MHfccQcnTpwA6v/+PGl7tKIWqUNCQgLjx4/nz3/+M3/4wx8oKSlh/vz5nD17lptvvhkvLy9GjRrFvHnzsFqt+Pn5sWLFCk6fPu14lVuXLl3Yv38/OTk5+Pj4sHPnTt5++22g+u1Dbm56sbFcnlbUInXo3bs3K1euJC8vj+joaB599FH8/PxYvXq14913KSkpRERE8OSTTxIbG4u7uzt9+vRxBPDzzz/Pb37zGyZOnEhMTAy7du1iwYIFAE4rcZHa6DGnIteovLyczz77jAEDBji9a/Oee+7h/vvvr3VvW6Q+tPUhco2sVivz5s2jX79+TJ06FVdXVzZt2sT333/PyJEjm7s8aQW0ohZpALm5uSxcuJADBw5gs9kIDQ1l+vTp9OvXr7lLk1ZAQS0iYnL6MlFExOQU1CIiJqegFhExOQW1iIjJKahFREzu/wCZ5k7zG6wBsAAAAABJRU5ErkJggg==\n", 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\n", 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AdjP
adjv1866.0
subs4.0
advb1.0
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" ], "text/plain": [ " AdjP\n", "adjv 1866.0\n", "subs 4.0\n", "advb 1.0" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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wMzNDQkICAGhkDiIiOZF0Rh4bG6uRgzVt2hRbtmxB79691doVCgXu37+P9PR0dO/eHc2bNxf7XF1dUVxcjIsXL6Jjx47Izc2Fq6ur2K+vrw8nJyfxOTCamIOISE4a9bU+ZmZmGDBgAMzMzMS2X3/9FadOncKgQYOgUqlgZWWltk+bNm0AAHl5eVCpVABQ55iaR+lqYg4iIjmRdEbu4eEBhUIhaUKFQoHjx49LGpuTk4OZM2eiZ8+e8PPzw/Hjx2Fqaqo2xtDQEABQVlaGkpIStbYnx5SXlwMASktLGzyHVJmZmWrbTk5O9dq/sWRkZOi6BCLSIklB/s9//hPx8fGorq7GoEGDYGVlhcLCQpw8eRIqlQrvvvturWB8kV9++QUzZ85Eu3btEBUVBQMDAxgbG9cK05ptExMTGBsbq7U9OcbExAQANDKHVHZ2djAyMqrXPrrwqv6AISJ1ZWVltU4QpZAU5GVlZejQoQO2bdum9hKJ8vJyTJs2Da1atcK///1vyQdNSUnBkiVL4OLigoiICHGpxcrKCllZWWpj8/Pzxb527dqJbTY2NmpjLC0tNTYHEZGcSFojT0pKwrRp02q9CcjQ0BATJkxASkqK5AMeOHAACxcuxPvvv4+oqCi19XJnZ2dkZWXhwYMHYtvp06dhamoKW1tbWFhYwNraGmlpaWJ/VVUVMjIy4OLiorE5iIjkRPLFzsLCwjrbb9y4gSZNpD0NNy8vD//+97/h6uqKBQsWoLCwEHfu3MGdO3dQWFiIIUOGwNLSEnPnzsXly5eRmpqKsLAw+Pv7i0s3AQEB2L59O5KSknD16lUsXboUjx49Eh+vq4k5iIjkRFICDxo0CGFhYbCwsMDgwYOhp6eHqqoqHD16FBEREfD29pZ0sGPHjqGkpASnTp1C//791fp69+6N+Ph4REdHY8WKFfD19YW5uTn8/PwwY8YMcZyvry+KioqwYcMGFBYWokePHti6dSssLCwAAEZGRg2eg4hIThSCIAgvGlRYWAh/f39kZWWhSZMmMDc3x/3791FdXY133nkHGzdulMVFP02puSBR18XOsQvjdFRV3Xaurf1buUT0anpetjyPpDPyN954A4mJifj+++9x5swZPHz4EC1atEDfvn3Rt2/fly6aiIgaTvKr3vT19TFkyBAMGTJEm/UQEVE9SQ5ylUqFr7/+Gj///DPy8/MRHx+PgwcPokePHhg2bJg2ayQioueQdNfKtWvX8NFHH+HYsWPo2bMnKioqAAB3797FggUL6nyDEBERNQ5JZ+QhISFo27YtYmNjYWxsjEOHDgEA1q5di9LSUkRHR2Po0KFaLZSIiOom6Yz89OnTmDx5MszMzGo9c2XUqFG4evWqVoojIqIXk/w88mc9NKukpAR6eo36EEUiInqCpAR2dnZGVFQUHj58KLYpFApUVVUhLi4Offr00VqBRET0fJLWyOfPn48xY8Zg6NChcHFxgUKhwJYtW3D16lXcunULO3fu1HadRET0DJLOyLt06YK9e/finXfeQUZGBvT19XHq1Cl06tQJu3btQrdu3bRdJxERPYOkM/Jvv/0WAwcOxLp167RdDxER1ZOkM/J169bVesY3ERG9GiQF+ZtvvomCggJt10JERC9B0tKKr68vQkJCkJGRga5du6JVq1a1xowaNUrjxRER0Ys9M8j/+OMPdOjQAXp6eggODgYA8Tc6n6ZQKBjkREQ68swg9/HxwYYNG+Dm5gZvb29MmzZN8puAiIio8TwzmUtLS6FSqQAAycnJ8PX1haOjY6MVRkRE0jwzyHv16oUlS5Zg/fr1EAQBM2fOhIGBQZ1jFQoFvv/+e60VSUREz/bMIF+7di22bduGwsJC7Nu3Dz169EDLli0bszYiIpLgmUFuaWmJoKAgAI+ffjh79mz06NGj0QojIiJpJF29TE1N1XYdRET0kvj8WSIimWOQExHJnE6DPCoqCmPGjFFru3nzJqZOnYrevXujX79+CA0NRWVlpdqYuLg4eHp6wsHBAX5+fjh//rzG5yAikgudBXlcXBzCw8PV2srLyzFp0iQoFAokJCRg5cqVSExMRGRkpDgmKSkJoaGhmDNnDpKSkmBtbY3AwEDcvXtXY3MQEclJowe5SqXCtGnTsG7dOlhbW6v1HT16FLdu3UJISAiUSiU8PT0xf/587NixA6WlpQAen8WPHTsWXl5e6NKlC4KDg2FmZoaEhASNzUFEJCeNHuQXL16EqakpUlJS0LNnT7W+9PR0dO/eHc2bNxfbXF1dUVxcjIsXL6KgoAC5ublwdXUV+/X19eHk5IT09HSNzUFEJCeN/vAUDw8PeHh41NmnUqlgZWWl1tamTRsAQF5eHoyNjQGgzjEXLlzQ2BxERHLySj0Fq7S0FKampmpthoaGAICysjKUlJSotT05pry8XGNzSJWZmam27eTkVK/9G0tGRoauSyAiLXqlgtzY2LhWmNZsm5iYiGfTdY0xMTHR2BxS2dnZwcjIqF776MKr+gOGiNSVlZXVOkGU4pW6j9zKygr5+flqbTXbVlZWaNeunVrbk2MsLS01NgcRkZy8UkHu7OyMrKwsPHjwQGw7ffo0TE1NYWtrCwsLC1hbWyMtLU3sr6qqQkZGBlxcXDQ2BxGRnLxSQT5kyBBYWlpi7ty5uHz5MlJTUxEWFgZ/f39xTTsgIADbt29HUlISrl69iqVLl+LRo0fw8fHR2BxERHLySq2RGxkZITo6GitWrICvry/Mzc3h5+eHGTNmiGN8fX1RVFSEDRs2oLCwED169MDWrVthYWGhsTmIiOREIQiCoOsi5KbmgkRdFzvHLozTUVV127l2nK5LICKJnpctz/NKLa0QEVH9MciJiGSOQU5EJHMMciIimWOQExHJHIOciEjmGORERDLHICcikjkGORGRzDHIiYhkjkFORCRzDHIiIpljkBMRyRyDnIhI5hjkREQyxyAnIpI5BjkRkcwxyImIZI5BTkQkcwxyIiKZY5ATEckcg5yISOYY5EREMvfaBnl1dTUiIiLQv39/9OzZEwEBAbh+/bquyyIiqrfXNsg3btyI+Ph4rFq1Crt27YK+vj4mTZqEsrIyXZdGRFQvr2WQl5eXY+vWrZg5cyYGDhyIbt26ITw8HAUFBThy5IiuyyMiqpcmui5AF7KyslBcXAw3NzexzczMDLa2tkhPT8fw4cOfu78gCAAe/0B4mrmJgWaLbSD+HwaRfNRkSk3GSPVaBrlKpQIAWFpaqrW3adMGt2/ffuH+FRUVAIDs7OxafZO9OmugQs3JzMzUdQlEVE8VFRUwNjaWPP61DPKSkhIAgKGhoVq7oaFhnWfZTzM1NYVSqYSBgQEUCoVWaiSi148gCKioqICpqWm99nstg7zmJ115eblamJeXl8PExOSF++vp6aFZs2Zaq4+IXl/1OROv8Vpe7Gzbti0AID8/X609Pz+/1nILEdGr7rUM8m7dusHMzAxpaWliW1FRES5dugQXFxcdVkZEVH+v5dKKoaEhxo8fj/DwcLRq1QodOnRAWFgYLC0tMXToUF2XR0RUL69lkAPAp59+iqqqKixbtgwlJSVwcnJCdHR0rQugRESvOoVQ3xsWiYjolfJarpETEf2dMMiJiGSOQU5EJHMM8lfUokWLMGbMGF2X8doIDw+Hh4eHuG1jY4M9e/bosKKXt2fPHtjY2Oi6DNmq7999dnY2fvjhB3Hbw8MD4eHhWqjs2V7bu1aInufkyZP87d3XVH3/7idPnoxRo0Zh0KBBAIDExEQYGRlpqbq6MciJ6tC6dWtdl0A6Ut+/+6dv/LOwsNBkOZJwaUWLfvzxR4wYMQI9e/aEm5sbgoKCUFhYiNOnT8PGxkbtjUTXr1+HjY0NTp8+LbZVVVVh1apVcHJygqurK0JCQtQe6pWcnIwPP/wQ9vb2cHd3x6pVqxr82FobGxvs3r0b/v7+cHBwwLvvvouNGzeK/ZGRkZgwYQJiY2Ph7u6OXr16Yc6cObhz5w4WLVoER0dHuLu7Y/PmzeI+ixYtwrx587Bq1Sr07t0bbm5uWL16tfhZbt68CRsbG2zatAnu7u4YNGgQ7t2716DPkZ2djalTp8LZ2Rl2dnbw8PDAli1bxP5du3bh3XffhYODA6ZPn46HDx/W+nPYs2cP/vzzT3Tv3h2pqalq/atXr4aXl1eDanyajY0Ndu7cidGjR8Pe3h7Dhg3D8ePHxf7IyEiMGTMGn332GXr37o0lS5YAAL777jt4eXnB3t4e48ePr/UEz+rqamzevBmenp5wcHCAl5eXxpeNXqb2pKQkDBgwAHv27MGAAQPg6OiITz75BHl5eeJ+586dw9ixY+Ho6Ig+ffpgxowZuHXrlkZrr+uz1Pz5LFq0CAsWLEBISAj69u0LV1dXTJ8+XXyCqoeHB1QqFb766itxaU4XSysMci25d+8eZsyYgZEjR+Lw4cPYuHEj0tPT8Z///EfyHOfOncOdO3eQkJCAkJAQpKSkIDg4GMDjZ6ovXboUs2bNwtGjR7FmzRqkpKSoBejLWrt2LYYPH479+/fjvffeQ0REhNrjDM6ePYu0tDRs374d69evx7FjxzBs2DB07twZSUlJ8Pb2RlhYGH777Tdxn2PHjuH27dtISEhAcHAwUlJSsGLFCrXj7t27F1u3bkVERESDzmpKSkoQEBCAZs2aISEhAQcPHsQHH3yAdevW4cKFCzh06BC++OILfPzxx9i/fz969uyJnTt31jlXu3bt4ObmhpSUFLGtqqoKhw8fxogRI166xmcJDQ2Fl5cX9u/fj8GDB2PmzJlIT08X+8+cOYNmzZph//79CAwMxJkzZzBr1iwMGTIEKSkp8PLyUvuBBQBhYWGIj4/Hv/71Lxw6dAiBgYEIDQ3Fpk2bdFo78PjfybZt27B+/Xrs2LED+fn5CAgIQEVFBaqqqsQfxikpKdi+fTvy8vKwaNEijdb9IkeOHEFhYSG+/fZbrF27Funp6fjyyy8BPF5Gad26NQICApCYmNiodak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" ], "text/plain": [ " PrNP\n", "nmpr 11633.0\n", "subs 331.0\n", "prps 1.0" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sns.set(style='whitegrid', font_scale=1.4)\n", "\n", "for typ in typ2pdpcounts:\n", " positive = typ2pdpcounts[typ][typ2pdpcounts[typ] > 0].sort_values(ascending=False)\n", " \n", " print(f'Parts of Speech for {typ}')\n", " display(pd.DataFrame(positive))\n", " \n", " plt.figure(figsize=(5, 3))\n", " sns.barplot(x=positive.index, y=positive)\n", " plt.ylabel('frequency')\n", " plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Evaluating Quantifiers\n", "\n", "By far, quantifiers are the most tricky of issues involved in picking out heads. Let's evaluate how many and which quantifiers have been selected.\n", "\n", "In all cases, a quantifier should only be selected if it is not followed by a quantified noun. These quantifiers are selected with the `NP_quant_alone` query above. A quantifier should not have been selected in any other case." ] }, { "cell_type": "code", "execution_count": 66, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "False" ] }, "execution_count": 66, "metadata": {}, "output_type": "execute_result" } ], "source": [ "len([head for phrase, heads in phrase2heads.items()\n", " for head in heads if head in quantifiers\n", " if F.typ.v(phrase) in {'NP', 'PrNP'}]) <= 1731 # less or equal quantifier heads than what NP_quant_alone found" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This is a good result. Let's check whether there are quantifiers in other phrase types." ] }, { "cell_type": "code", "execution_count": 67, "metadata": {}, "outputs": [ { "data": { "text/markdown": [ "\n", "\n", "**phrase** *1*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Genesis 20:7\n", "
\n", "656961\n", "\n", "\n", "\n", "
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\n", " phrase 656961 Subj PPrP\n", "
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אַתָּ֖ה
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prps you
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וְ
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conj and
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כָל־
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subs whole st=c
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\n", " phrase 661820 Subj PPrP\n", "
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הוּא֙
\n", "
prps he
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וְ
\n", "
conj and
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כָל־
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subs whole st=c
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\n", " phrase 667639 Subj PPrP\n", "
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אַתָּ֕ה
\n", "
prps you
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וּ
\n", "
conj and
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בָנֶ֖יךָ
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subs son st=a
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וּ
\n", "
conj and
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בְנֵ֣י
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subs son st=c
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\n", "25656\n", "
בָנֶ֑יךָ
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subs son st=a
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וְ
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conj and
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צֹאנְךָ֥
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subs cattle st=a
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וּ
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conj and
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בְקָרְךָ֖
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subs cattle st=a
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וְ
\n", "
conj and
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כָל־
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subs whole st=c
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אַתָּ֥ה
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prps you
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וּ
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conj and
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בֵֽיתְךָ֖
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subs house st=a
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וְ
\n", "
conj and
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כָל־
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subs whole st=c
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אַתָּה֙
\n", "
prps you
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וְ
\n", "
conj and
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אַהֲרֹן֙
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nmpr Aaron st=a
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נָדָ֣ב
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nmpr Nadab st=a
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וַ
\n", "
conj and
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אֲבִיה֔וּא
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nmpr Abihu st=a
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וְ
\n", "
conj and
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שִׁבְעִ֖ים
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וַ
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אֲבִיה֔וּא
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וְ
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שִׁבְעִ֖ים
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מִ
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prep from
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זִּקְנֵ֣י
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\n", "\n", "
\n", "41618\n", "
יִשְׂרָאֵ֑ל
\n", "
nmpr Israel st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *2*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Exodus 24:9\n", "
\n", "677497\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 677497 Subj PrNP\n", "
\n", "
\n", "\n", "
\n", "41784\n", "
מֹשֶׁ֖ה
\n", "
nmpr Moses st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "41785\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "41786\n", "
אַהֲרֹ֑ן
\n", "
nmpr Aaron st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "41787\n", "
נָדָב֙
\n", "
nmpr Nadab st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "41788\n", "
וַ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "41789\n", "
אֲבִיה֔וּא
\n", "
nmpr Abihu st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "41790\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "41791\n", "
שִׁבְעִ֖ים
\n", "
subs seven st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 677497 Subj PrNP|PP\n", "
\n", "
\n", "\n", "
\n", "41792\n", "
מִ
\n", "
prep from
\n", "\n", "\n", "
\n", "\n", "
\n", "41793\n", "
זִּקְנֵ֥י
\n", "
subs old st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "41794\n", "
יִשְׂרָאֵֽל׃
\n", "
nmpr Israel st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *3*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Joshua 15:32\n", "
\n", "720376\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 720376 PreC NP\n", "
\n", "
\n", "\n", "
\n", "121906\n", "
עֶשְׂרִ֥ים
\n", "
subs twenty st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "121907\n", "
וָ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "121908\n", "
תֵ֖שַׁע
\n", "
subs nine st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "121909\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "121910\n", "
חַצְרֵיהֶֽן׃ ס
\n", "
subs court st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *4*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "2_Kings 1:9\n", "
\n", "764206\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 764206 Objc NP\n", "
\n", "
\n", "\n", "
\n", "194958\n", "
שַׂר־
\n", "
subs chief st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "194959\n", "
חֲמִשִּׁ֖ים
\n", "
subs five st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "194960\n", "
וַ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "194961\n", "
חֲמִשָּׁ֑יו
\n", "
subs five st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *5*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "2_Kings 1:11\n", "
\n", "764249\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 764249 Objc NP\n", "
\n", "
\n", "\n", "
\n", "195024\n", "
שַׂר־
\n", "
subs chief st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "195025\n", "
חֲמִשִּׁ֥ים
\n", "
subs five st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "195026\n", "
אַחֵ֖ר
\n", "
adjv other st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "195027\n", "
וַ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "195028\n", "
חֲמִשָּׁ֑יו
\n", "
subs five st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *6*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "2_Kings 1:13\n", "
\n", "764287\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 764287 Objc NP\n", "
\n", "
\n", "\n", "
\n", "195082\n", "
שַׂר־
\n", "
subs chief st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "195083\n", "
חֲמִשִּׁ֥ים
\n", "
subs five st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "195084\n", "
שְׁלִשִׁ֖ים
\n", "
adjv third st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "195085\n", "
וַ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "195086\n", "
חֲמִשָּׁ֑יו
\n", "
subs five st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *7*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Nehemiah 13:20\n", "
\n", "887266\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 887266 Modi NP\n", "
\n", "
\n", "\n", "
\n", "391009\n", "
פַּ֥עַם
\n", "
subs foot st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "391010\n", "
וּ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "391011\n", "
שְׁתָּֽיִם׃
\n", "
subs two st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "A.show(card_mix, condenseType='phrase', withNodes=True, end=100)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "It is good that there are only 7 such cases. All of these cases appear to be permissible combinations of quantifiers and nominals, where the quantifier stands as its own element. In the first case, it is perhaps conceivable that the quantifier should be omitted, and זכן be selected instead. However, such a situation is a semantic choice that cannot be easily automated. There are many additional concerns that this method would need to address.\n", "\n", "Next, I want to know whether any cardinal quantifiers have unfairly been excluded from head roles by the strict requirements for standalone quantifiers. This would occur in phrases that only contain standalone quantifiers. This will require a search of its own, followed by a comparison of the search's heads with the selected heads." ] }, { "cell_type": "code", "execution_count": 70, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " 1.14s 1031 results\n", "\n", "0 missing standalone quantifiers...\n" ] } ], "source": [ "all_cards = A.search(f'''\n", "\n", "phrase typ=NP|PrNP\n", "\n", "% all non-conj./art. words in phrase are cardinals\n", "/where/\n", " word pdp#conj|art\n", "/have/\n", " ls=card\n", "/-/\n", "\n", " phrase_atom rela=NA|Para\n", " quantifier:quant\n", "\n", "% require either NA subphrase relation\n", "% or no subphrase embedding:\n", " /with/\n", " subphrase rela=NA|par\n", " quantifier\n", " /or/\n", " /without/\n", " subphrase\n", " quantifier\n", " /-/\n", " /-/\n", "\n", "% exclude uses as modifier:\n", " /without/\n", " subphrase rela=adj|atr|rec|mod|dem\n", " quantifier\n", " /-/\n", " \n", "% ensure word is not immediately preceded by a construct form\n", " /without/\n", " phrase_atom\n", " word st=c\n", " <: quantifier\n", " /-/\n", "\n", "% ensure quantifier is not immediately preceded by a preposition\n", " /without/\n", " phrase_atom\n", " word pdp=prep\n", " <: quantifier\n", " /-/\n", " /without/\n", " phrase_atom\n", " word pdp=prep\n", " <: word pdp=art\n", " <: quantifier\n", " /-/\n", "''', sets={'quant': quantifiers})\n", "\n", "all_cards_heads = set(res[2] for res in all_cards)\n", "select_cards_heads = set(head for phrase, heads in phrase2heads.items() for head in heads if F.ls.v(head) == 'card')\n", "\n", "print(f'\\n{len(all_cards_heads - select_cards_heads)} missing standalone quantifiers...')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This is a good result. The search found 1031 phrase heads in cardinal-only phrases. All of these heads are contained in the `heads2` dataset. \n", "\n", "Note that the `NP_quant_alone` pattern found more. This is expected since `NP_quant_alone` is a more sophisticated search that checks between phrase atoms for various relations. We have already tested above to make sure those selections are valid. But just to be sure, which results did the `all_cards` pattern above not find? Below is a small sampling. They often have to do with additional modifiers on the cardinal number contained in a separate `phrase_atom`." ] }, { "cell_type": "code", "execution_count": 71, "metadata": {}, "outputs": [ { "data": { "text/markdown": [ "\n", "\n", "**phrase** *1*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "1_Kings 10:22\n", "
\n", "757950\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 757950 Time NP\n", "
\n", "
\n", "\n", "
\n", "184839\n", "
אַחַת֩
\n", "
subs one st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 757950 Time NP|PP\n", "
\n", "
\n", "\n", "
\n", "184840\n", "
לְ
\n", "
prep to
\n", "\n", "\n", "
\n", "\n", "
\n", "184841\n", "
שָׁלֹ֨שׁ
\n", "
subs three st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "184842\n", "
שָׁנִ֜ים
\n", "
subs year st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *2*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Ezra 8:24\n", "
\n", "883029\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 883029 Objc NP\n", "
\n", "
\n", "\n", "
\n", "381959\n", "
שְׁנֵ֣ים
\n", "
subs two st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "381960\n", "
עָשָׂ֑ר
\n", "
subs -teen st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 883029 Objc NP|PP\n", "
\n", "
\n", "\n", "
\n", "381961\n", "
לְ
\n", "
prep to
\n", "\n", "\n", "
\n", "\n", "
\n", "381962\n", "
שֵׁרֵֽבְיָ֣ה
\n", "
nmpr Sherebiah st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "381963\n", "
חֲשַׁבְיָ֔ה
\n", "
nmpr Hashabiah st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *3*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Genesis 7:2\n", "
\n", "653340\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 653340 Objc NP\n", "
\n", "
\n", "\n", "
\n", "3083\n", "
שְׁנַ֖יִם
\n", "
subs two st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 653340 Objc NP\n", "
\n", "
\n", "\n", "
\n", "3084\n", "
אִ֥ישׁ
\n", "
subs man st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "3085\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "3086\n", "
אִשְׁתֹּֽו׃
\n", "
subs woman st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *4*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "2_Kings 1:13\n", "
\n", "764287\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 764287 Objc NP\n", "
\n", "
\n", "\n", "
\n", "195082\n", "
שַׂר־
\n", "
subs chief st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "195083\n", "
חֲמִשִּׁ֥ים
\n", "
subs five st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "195084\n", "
שְׁלִשִׁ֖ים
\n", "
adjv third st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "195085\n", "
וַ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "195086\n", "
חֲמִשָּׁ֑יו
\n", "
subs five st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *5*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Genesis 4:24\n", "
\n", "652779\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 652779 Modi AdvP\n", "
\n", "
\n", "\n", "
\n", "2068\n", "
שִׁבְעָתַ֖יִם
\n", "
advb seven st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "test = [(L.u(head, 'phrase')[0],)+tuple(phrase2heads[L.u(head, 'phrase')[0]]) for head in select_cards_heads - all_cards_heads]\n", "\n", "A.show(test, condenseType='phrase', withNodes=True, end=5)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Inspecting Missing Relation Cases\n", "\n", "At the beginning of this notebook, I made numerous exclusions of heads using the `dword` (dependent word) and `iword` (independent word) sets. This is because the BHSA omits multiple relations between words that should be there. We have excluded those words. Let's evaluate how well those phrases performed in the head selection process:" ] }, { "cell_type": "code", "execution_count": 72, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "239841 חֶ֛סֶד False\n", "239842 מִשְׁפָּ֥ט False\n", "239843 וּ False\n", "239844 צְדָקָ֖ה False\n" ] } ], "source": [ "for word in L.d(792539, 'word'):\n", " print(word, T.text(word), word in dwords)" ] }, { "cell_type": "code", "execution_count": 73, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "-------1363416----------------\n", "\n", "חֶ֛סֶד מִשְׁפָּ֥ט -NA-> \n", "nodes: 1363416 -NA-> \n", "slots: [239841, 239842] -NA-> ()\n", "------------------------------\n", "-------1363417----------------\n", "\n", "צְדָקָ֖ה -par-> חֶ֛סֶד מִשְׁפָּ֥ט \n", "nodes: 1363417 -par-> 1363416\n", "slots: [239844] -par-> [239841, 239842]\n", "------------------------------\n" ] } ], "source": [ "show_subphrases(792539)" ] }, { "cell_type": "code", "execution_count": 74, "metadata": {}, "outputs": [ { "data": { "text/markdown": [ "\n", "\n", "**phrase** *1*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "2_Samuel 24:9\n", "
\n", "753091\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 753091 PreC NP\n", "
\n", "
\n", "\n", "
\n", "175628\n", "
שְׁמֹנֶה֩
\n", "
subs eight st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "175629\n", "
מֵאֹ֨ות
\n", "
subs hundred st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "175630\n", "
אֶ֤לֶף
\n", "
subs thousand st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "175631\n", "
אִֽישׁ־
\n", "
subs man st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "175632\n", "
חַ֨יִל֙
\n", "
subs power st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *2*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "1_Kings 5:3\n", "
\n", "755341\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 755341 PreC NP\n", "
\n", "
\n", "\n", "
\n", "179384\n", "
עֲשָׂרָ֨ה
\n", "
subs ten st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "179385\n", "
בָקָ֜ר
\n", "
subs cattle st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "179386\n", "
בְּרִאִ֗ים
\n", "
adjv fat st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "179387\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "179388\n", "
עֶשְׂרִ֥ים
\n", "
subs twenty st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "179389\n", "
בָּקָ֛ר
\n", "
subs cattle st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "179390\n", "
רְעִ֖י
\n", "
subs pasture st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "179391\n", "
וּ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "179392\n", "
מֵ֣אָה
\n", "
subs hundred st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "179393\n", "
צֹ֑אן
\n", "
subs cattle st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *3*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Proverbs 21:23\n", "
\n", "865306\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 865306 Subj NP\n", "
\n", "
\n", "\n", "
\n", "352627\n", "
שֹׁמֵ֣ר
\n", "
subs keep qal ptca st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "352628\n", "
פִּ֭יו
\n", "
subs mouth st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "352629\n", "
וּ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "352630\n", "
לְשֹׁונֹ֑ו
\n", "
subs tongue st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *4*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Leviticus 13:59\n", "
\n", "686898\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 686898 PreC NP\n", "
\n", "
\n", "\n", "
\n", "60185\n", "
תֹּורַ֨ת
\n", "
subs instruction st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "60186\n", "
נֶֽגַע־
\n", "
subs stroke st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "60187\n", "
צָרַ֜עַת
\n", "
subs skin-disease st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "60188\n", "
בֶּ֥גֶד
\n", "
subs garment st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "60189\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "60190\n", "
צֶּ֣מֶר׀
\n", "
subs wool st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "60191\n", "
אֹ֣ו
\n", "
conj or
\n", "\n", "\n", "
\n", "\n", "
\n", "60192\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "60193\n", "
פִּשְׁתִּ֗ים
\n", "
subs flax st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "60194\n", "
אֹ֤ו
\n", "
conj or
\n", "\n", "\n", "
\n", "\n", "
\n", "60195\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "60196\n", "
שְּׁתִי֙
\n", "
subs texture st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "60197\n", "
אֹ֣ו
\n", "
conj or
\n", "\n", "\n", "
\n", "\n", "
\n", "60198\n", "
הָ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "60199\n", "
עֵ֔רֶב
\n", "
subs woof st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "60200\n", "
אֹ֖ו
\n", "
conj or
\n", "\n", "\n", "
\n", "\n", "
\n", "60201\n", "
כָּל־
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "60202\n", "
כְּלִי־
\n", "
subs tool st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "60203\n", "
עֹ֑ור
\n", "
subs skin st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *5*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Numbers 31:20\n", "
\n", "702367\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 702367 Objc NP\n", "
\n", "
\n", "\n", "
\n", "89255\n", "
כָל־
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "89256\n", "
בֶּ֧גֶד
\n", "
subs garment st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "89257\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "89258\n", "
כָל־
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "89259\n", "
כְּלִי־
\n", "
subs tool st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "89260\n", "
עֹ֛ור
\n", "
subs skin st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "89261\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "89262\n", "
כָל־
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "89263\n", "
מַעֲשֵׂ֥ה
\n", "
subs deed st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "89264\n", "
עִזִּ֖ים
\n", "
subs goat st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "89265\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "89266\n", "
כָל־
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "89267\n", "
כְּלִי־
\n", "
subs tool st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "89268\n", "
עֵ֑ץ
\n", "
subs tree st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *6*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "2_Chronicles 30:12\n", "
\n", "902589\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 902589 Objc NP\n", "
\n", "
\n", "\n", "
\n", "422131\n", "
מִצְוַ֥ת
\n", "
subs commandment st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "422132\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "422133\n", "
מֶּ֛לֶךְ
\n", "
subs king st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "422134\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "422135\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "422136\n", "
שָּׂרִ֖ים
\n", "
subs chief st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *7*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "2_Kings 12:13\n", "
\n", "769247\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 769247 Objc NP\n", "
\n", "
\n", "\n", "
\n", "202861\n", "
עֵצִים֙
\n", "
subs tree st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "202862\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "202863\n", "
אַבְנֵ֣י
\n", "
subs stone st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "202864\n", "
מַחְצֵ֔ב
\n", "
subs hewn stone st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *8*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Numbers 31:20\n", "
\n", "702367\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 702367 Objc NP\n", "
\n", "
\n", "\n", "
\n", "89255\n", "
כָל־
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "89256\n", "
בֶּ֧גֶד
\n", "
subs garment st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "89257\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "89258\n", "
כָל־
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "89259\n", "
כְּלִי־
\n", "
subs tool st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "89260\n", "
עֹ֛ור
\n", "
subs skin st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "89261\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "89262\n", "
כָל־
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "89263\n", "
מַעֲשֵׂ֥ה
\n", "
subs deed st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "89264\n", "
עִזִּ֖ים
\n", "
subs goat st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "89265\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "89266\n", "
כָל־
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "89267\n", "
כְּלִי־
\n", "
subs tool st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "89268\n", "
עֵ֑ץ
\n", "
subs tree st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *9*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Isaiah 21:17\n", "
\n", "778315\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 778315 Subj NP\n", "
\n", "
\n", "\n", "
\n", "218969\n", "
שְׁאָ֧ר
\n", "
subs rest st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "218970\n", "
מִסְפַּר־
\n", "
subs number st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "218971\n", "
קֶ֛שֶׁת
\n", "
subs bow st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "218972\n", "
גִּבֹּורֵ֥י
\n", "
subs vigorous st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "218973\n", "
בְנֵֽי־
\n", "
subs son st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "218974\n", "
קֵדָ֖ר
\n", "
nmpr Kedar st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *10*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "2_Kings 6:17\n", "
\n", "766610\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 766610 Objc NP\n", "
\n", "
\n", "\n", "
\n", "198502\n", "
סוּסִ֥ים
\n", "
subs horse st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "198503\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "198504\n", "
רֶ֛כֶב
\n", "
subs chariot st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "198505\n", "
אֵ֖שׁ
\n", "
subs fire st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *11*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Isaiah 13:4\n", "
\n", "776817\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 776817 Subj NP\n", "
\n", "
\n", "\n", "
\n", "216535\n", "
קֹ֠ול
\n", "
subs sound st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "216536\n", "
שְׁאֹ֞ון
\n", "
subs roar st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "216537\n", "
מַמְלְכֹ֤ות
\n", "
subs kingdom st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "216538\n", "
גֹּויִם֙
\n", "
subs people st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "216539\n", "
נֶֽאֱסָפִ֔ים
\n", "
adjv gather nif ptca st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *12*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Isaiah 51:3\n", "
\n", "785757\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 785757 Subj NP\n", "
\n", "
\n", "\n", "
\n", "229892\n", "
שָׂשֹׂ֤ון
\n", "
subs rejoicing st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "229893\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "229894\n", "
שִׂמְחָה֙
\n", "
subs joy st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 785757 Subj NP\n", "
\n", "
\n", "\n", "
\n", "229897\n", "
תֹּודָ֖ה
\n", "
subs thanksgiving st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "229898\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "229899\n", "
קֹ֥ול
\n", "
subs sound st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "229900\n", "
זִמְרָֽה׃ ס
\n", "
subs melody st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *13*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "2_Chronicles 17:12\n", "
\n", "898663\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 898663 Objc NP\n", "
\n", "
\n", "\n", "
\n", "414809\n", "
בִּירָנִיֹּ֖ות
\n", "
subs fortified place st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "414810\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "414811\n", "
עָרֵ֥י
\n", "
subs town st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "414812\n", "
מִסְכְּנֹֽות׃
\n", "
subs storages st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *14*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Proverbs 20:20\n", "
\n", "865119\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 865119 Frnt NP\n", "
\n", "
\n", "\n", "
\n", "352309\n", "
מְ֭קַלֵּל
\n", "
subs be slight piel ptca st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "352310\n", "
אָבִ֣יו
\n", "
subs father st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "352311\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "352312\n", "
אִמֹּ֑ו
\n", "
subs mother st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *15*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Numbers 3:25\n", "
\n", "692962\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 692962 PreC NP\n", "
\n", "
\n", "\n", "
\n", "71278\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "71279\n", "
מִּשְׁכָּ֖ן
\n", "
subs dwelling-place st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "71280\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "71281\n", "
הָ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "71282\n", "
אֹ֑הֶל
\n", "
subs tent st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 692962 PreC NP\n", "
\n", "
\n", "\n", "
\n", "71283\n", "
מִכְסֵ֕הוּ
\n", "
subs covering st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "71284\n", "
וּ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "71285\n", "
מָסַ֕ךְ
\n", "
subs covering st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "71286\n", "
פֶּ֖תַח
\n", "
subs opening st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "71287\n", "
אֹ֥הֶל
\n", "
subs tent st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "71288\n", "
מֹועֵֽד׃
\n", "
subs appointment st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *16*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Isaiah 20:6\n", "
\n", "778151\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 778151 Subj NP\n", "
\n", "
\n", "\n", "
\n", "218701\n", "
יֹשֵׁ֨ב
\n", "
subs sit qal ptca st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "218702\n", "
הָ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "218703\n", "
אִ֣י
\n", "
subs coast, island st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "218704\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "218705\n", "
זֶּה֮
\n", "
prde this
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *17*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Deuteronomy 28:52\n", "
\n", "713495\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 713495 Subj NP\n", "
\n", "
\n", "\n", "
\n", "109069\n", "
חֹמֹתֶ֨יךָ֙
\n", "
subs wall st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "109070\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "109071\n", "
גְּבֹהֹ֣ות
\n", "
adjv high st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "109072\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "109073\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "109074\n", "
בְּצֻרֹ֔ות
\n", "
adjv fortified st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *18*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Joshua 13:11\n", "
\n", "719764\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 719764 Loca PrNP\n", "
\n", "
\n", "\n", "
\n", "120578\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "120579\n", "
גִּלְעָ֞ד
\n", "
nmpr Gilead st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 719764 Loca PrNP|CP\n", "
\n", "
\n", "\n", "
\n", "120580\n", "
וּ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 719764 Loca PrNP|NP\n", "
\n", "
\n", "\n", "
\n", "120581\n", "
גְב֧וּל
\n", "
subs boundary st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "120582\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "120583\n", "
גְּשׁוּרִ֣י
\n", "
subs Geshurite st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "120584\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "120585\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "120586\n", "
מַּעֲכָתִ֗י
\n", "
subs Maacathite st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 719764 Loca PrNP|CP\n", "
\n", "
\n", "\n", "
\n", "120587\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 719764 Loca PrNP|NP\n", "
\n", "
\n", "\n", "
\n", "120588\n", "
כֹ֨ל
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "120589\n", "
הַ֥ר
\n", "
subs mountain st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "120590\n", "
חֶרְמֹ֛ון
\n", "
nmpr Hermon st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "120591\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "120592\n", "
כָל־
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "120593\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "120594\n", "
בָּשָׁ֖ן
\n", "
nmpr Bashan st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 719764 Loca PrNP|PP\n", "
\n", "
\n", "\n", "
\n", "120595\n", "
עַד־
\n", "
prep unto
\n", "\n", "\n", "
\n", "\n", "
\n", "120596\n", "
סַלְכָֽה׃
\n", "
nmpr Salecah st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *19*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "2_Kings 22:6\n", "
\n", "772835\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 772835 Objc NP\n", "
\n", "
\n", "\n", "
\n", "209361\n", "
עֵצִים֙
\n", "
subs tree st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "209362\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "209363\n", "
אַבְנֵ֣י
\n", "
subs stone st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "209364\n", "
מַחְצֵ֔ב
\n", "
subs hewn stone st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *20*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "2_Kings 7:10\n", "
\n", "767101\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 767101 Subj NP\n", "
\n", "
\n", "\n", "
\n", "199226\n", "
אִ֖ישׁ
\n", "
subs man st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "199227\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "199228\n", "
קֹ֣ול
\n", "
subs sound st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "199229\n", "
אָדָ֑ם
\n", "
subs human, mankind st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *21*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "1_Chronicles 9:13\n", "
\n", "889426\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 889426 PreC NP\n", "
\n", "
\n", "\n", "
\n", "396194\n", "
גִּבֹּ֣ורֵי
\n", "
subs vigorous st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "396195\n", "
חֵ֔יל
\n", "
subs power st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "396196\n", "
מְלֶ֖אכֶת
\n", "
subs work st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "396197\n", "
עֲבֹודַ֥ת
\n", "
subs work st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "396198\n", "
בֵּית־
\n", "
subs house st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "396199\n", "
הָ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "396200\n", "
אֱלֹהִֽים׃
\n", "
subs god(s) st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *22*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Genesis 15:10\n", "
\n", "655306\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 655306 Objc NP\n", "
\n", "
\n", "\n", "
\n", "6839\n", "
אִישׁ־
\n", "
subs man st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "6840\n", "
בִּתְרֹ֖ו
\n", "
subs piece st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *23*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "1_Samuel 25:18\n", "
\n", "741511\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 741511 Objc NP\n", "
\n", "
\n", "\n", "
\n", "156885\n", "
מָאתַ֨יִם
\n", "
subs hundred st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "156886\n", "
לֶ֜חֶם
\n", "
subs bread st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "156887\n", "
וּ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "156888\n", "
שְׁנַ֣יִם
\n", "
subs two st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "156889\n", "
נִבְלֵי־
\n", "
subs jar st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "156890\n", "
יַ֗יִן
\n", "
subs wine st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "156891\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "156892\n", "
חָמֵ֨שׁ
\n", "
subs five st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "156893\n", "
צֹ֤אן
\n", "
subs cattle st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "156894\n", "
עֲשׂוּיֹות֙
\n", "
adjv make qal ptcp st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "156895\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "156896\n", "
חָמֵ֤שׁ
\n", "
subs five st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "156897\n", "
סְאִים֙
\n", "
subs seah st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "156898\n", "
קָלִ֔י
\n", "
subs parched grain st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "156899\n", "
וּ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "156900\n", "
מֵאָ֥ה
\n", "
subs hundred st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "156901\n", "
צִמֻּקִ֖ים
\n", "
subs cakes st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "156902\n", "
וּ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "156903\n", "
מָאתַ֣יִם
\n", "
subs hundred st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "156904\n", "
דְּבֵלִ֑ים
\n", "
subs fig cake st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *24*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Proverbs 21:17\n", "
\n", "865280\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 865280 Subj NP\n", "
\n", "
\n", "\n", "
\n", "352574\n", "
אֹהֵ֥ב
\n", "
subs love qal ptca st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "352575\n", "
יַֽיִן־
\n", "
subs wine st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "352576\n", "
וָ֝
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "352577\n", "
שֶׁ֗מֶן
\n", "
subs oil st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *25*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "1_Kings 8:56\n", "
\n", "757263\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 757263 Subj NP\n", "
\n", "
\n", "\n", "
\n", "183384\n", "
דָּבָ֣ר
\n", "
subs word st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "183385\n", "
אֶחָ֗ד
\n", "
subs one st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 757263 Subj NP|PP\n", "
\n", "
\n", "\n", "
\n", "183386\n", "
מִ
\n", "
prep from
\n", "\n", "\n", "
\n", "\n", "
\n", "183387\n", "
כֹּל֙
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "183388\n", "
דְּבָרֹ֣ו
\n", "
subs word st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "183389\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "183390\n", "
טֹּ֔וב
\n", "
adjv good st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *26*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Nehemiah 8:15\n", "
\n", "885776\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 885776 Objc NP\n", "
\n", "
\n", "\n", "
\n", "387601\n", "
עֲלֵי־
\n", "
subs leafage st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "387602\n", "
זַ֨יִת֙
\n", "
subs olive st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "387603\n", "
וַ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "387604\n", "
עֲלֵי־
\n", "
subs leafage st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "387605\n", "
עֵ֣ץ
\n", "
subs tree st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "387606\n", "
שֶׁ֔מֶן
\n", "
subs oil st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "387607\n", "
וַ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "387608\n", "
עֲלֵ֤י
\n", "
subs leafage st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "387609\n", "
הֲדַס֙
\n", "
subs myrtle st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "387610\n", "
וַ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "387611\n", "
עֲלֵ֣י
\n", "
subs leafage st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "387612\n", "
תְמָרִ֔ים
\n", "
subs date-palm st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "387613\n", "
וַ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "387614\n", "
עֲלֵ֖י
\n", "
subs leafage st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "387615\n", "
עֵ֣ץ
\n", "
subs tree st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "387616\n", "
עָבֹ֑ת
\n", "
subs branchy st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *27*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Jeremiah 9:23\n", "
\n", "792539\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 792539 Objc NP\n", "
\n", "
\n", "\n", "
\n", "239841\n", "
חֶ֛סֶד
\n", "
subs loyalty st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "239842\n", "
מִשְׁפָּ֥ט
\n", "
subs justice st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "239843\n", "
וּ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "239844\n", "
צְדָקָ֖ה
\n", "
subs justice st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *28*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Daniel 8:26\n", "
\n", "879818\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 879818 Frnt NP\n", "
\n", "
\n", "\n", "
\n", "375719\n", "
מַרְאֵ֨ה
\n", "
subs sight st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "375720\n", "
הָ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "375721\n", "
עֶ֧רֶב
\n", "
subs evening st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "375722\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "375723\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "375724\n", "
בֹּ֛קֶר
\n", "
subs morning st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *29*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Ezra 4:13\n", "
\n", "881928\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 881928 Objc NP\n", "
\n", "
\n", "\n", "
\n", "379774\n", "
מִנְדָּֽה־
\n", "
subs tax st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "379775\n", "
בְלֹ֤ו
\n", "
subs tribute st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "379776\n", "
וַ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "379777\n", "
הֲלָךְ֙
\n", "
subs tax st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *30*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Psalms 145:5\n", "
\n", "852591\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 852591 Objc NP\n", "
\n", "
\n", "\n", "
\n", "335282\n", "
הֲ֭דַר
\n", "
subs ornament st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "335283\n", "
כְּבֹ֣וד
\n", "
subs weight st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "335284\n", "
הֹודֶ֑ךָ
\n", "
subs splendour st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "335285\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "335286\n", "
דִבְרֵ֖י
\n", "
subs word st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "335287\n", "
נִפְלְאֹותֶ֣יךָ
\n", "
subs be miraculous nif ptca st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *31*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "1_Chronicles 9:13\n", "
\n", "889426\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 889426 PreC NP\n", "
\n", "
\n", "\n", "
\n", "396194\n", "
גִּבֹּ֣ורֵי
\n", "
subs vigorous st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "396195\n", "
חֵ֔יל
\n", "
subs power st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "396196\n", "
מְלֶ֖אכֶת
\n", "
subs work st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "396197\n", "
עֲבֹודַ֥ת
\n", "
subs work st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "396198\n", "
בֵּית־
\n", "
subs house st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "396199\n", "
הָ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "396200\n", "
אֱלֹהִֽים׃
\n", "
subs god(s) st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *32*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "1_Chronicles 8:40\n", "
\n", "889373\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 889373 Objc NP\n", "
\n", "
\n", "\n", "
\n", "395990\n", "
בָּנִים֙
\n", "
subs son st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "395991\n", "
וּ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "395992\n", "
בְנֵ֣י
\n", "
subs son st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "395993\n", "
בָנִ֔ים
\n", "
subs son st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *33*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Jeremiah 38:12\n", "
\n", "801694\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 801694 Objc NP\n", "
\n", "
\n", "\n", "
\n", "255927\n", "
בְּלֹואֵ֨י
\n", "
subs waste st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "255928\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "255929\n", "
סְּחָבֹ֤ות
\n", "
subs rags st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "255930\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "255931\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "255932\n", "
מְּלָחִים֙
\n", "
subs rag st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *34*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Exodus 14:9\n", "
\n", "674072\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 674072 Subj NP\n", "
\n", "
\n", "\n", "
\n", "36386\n", "
כָּל־
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "36387\n", "
סוּס֙
\n", "
subs horse st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "36388\n", "
רֶ֣כֶב
\n", "
subs chariot st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "36389\n", "
פַּרְעֹ֔ה
\n", "
subs pharaoh st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "36390\n", "
וּ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "36391\n", "
פָרָשָׁ֖יו
\n", "
subs horseman st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "36392\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "36393\n", "
חֵילֹ֑ו
\n", "
subs power st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *35*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Leviticus 13:30\n", "
\n", "686550\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 686550 PreC NP\n", "
\n", "
\n", "\n", "
\n", "59522\n", "
צָרַ֧עַת
\n", "
subs skin-disease st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "59523\n", "
הָ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "59524\n", "
רֹ֛אשׁ
\n", "
subs head st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "59525\n", "
אֹ֥ו
\n", "
conj or
\n", "\n", "\n", "
\n", "\n", "
\n", "59526\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "59527\n", "
זָּקָ֖ן
\n", "
subs beard st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *36*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Exodus 39:32\n", "
\n", "682355\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 682355 Subj NP\n", "
\n", "
\n", "\n", "
\n", "51629\n", "
כָּל־
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "51630\n", "
עֲבֹדַ֕ת
\n", "
subs work st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "51631\n", "
מִשְׁכַּ֖ן
\n", "
subs dwelling-place st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "51632\n", "
אֹ֣הֶל
\n", "
subs tent st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "51633\n", "
מֹועֵ֑ד
\n", "
subs appointment st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *37*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Ezra 9:2\n", "
\n", "883150\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 883150 Subj NP\n", "
\n", "
\n", "\n", "
\n", "382326\n", "
יַ֧ד
\n", "
subs hand st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "382327\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "382328\n", "
שָּׂרִ֣ים
\n", "
subs chief st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "382329\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "382330\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "382331\n", "
סְּגָנִ֗ים
\n", "
subs prefect st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *38*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "2_Chronicles 31:5\n", "
\n", "902828\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 902828 Objc NP\n", "
\n", "
\n", "\n", "
\n", "422658\n", "
רֵאשִׁ֣ית
\n", "
subs beginning st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "422659\n", "
דָּגָ֗ן
\n", "
subs corn st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "422660\n", "
תִּירֹ֤ושׁ
\n", "
subs wine st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "422661\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "422662\n", "
יִצְהָר֙
\n", "
subs oil st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "422663\n", "
וּ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "422664\n", "
דְבַ֔שׁ
\n", "
subs honey st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "422665\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "422666\n", "
כֹ֖ל
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "422667\n", "
תְּבוּאַ֣ת
\n", "
subs yield st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "422668\n", "
שָׂדֶ֑ה
\n", "
subs open field st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *39*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Proverbs 21:21\n", "
\n", "865297\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 865297 Subj NP\n", "
\n", "
\n", "\n", "
\n", "352610\n", "
רֹ֭דֵף
\n", "
subs pursue qal ptca st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "352611\n", "
צְדָקָ֣ה
\n", "
subs justice st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "352612\n", "
וָ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "352613\n", "
חָ֑סֶד
\n", "
subs loyalty st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *40*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Zephaniah 1:14\n", "
\n", "830949\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 830949 Subj NP\n", "
\n", "
\n", "\n", "
\n", "303361\n", "
יֹום־
\n", "
subs day st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "303362\n", "
יְהוָה֙
\n", "
nmpr YHWH st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "303363\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "303364\n", "
גָּדֹ֔ול
\n", "
adjv great st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *41*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Numbers 24:17\n", "
\n", "700732\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 700732 Objc NP\n", "
\n", "
\n", "\n", "
\n", "85505\n", "
פַּאֲתֵ֣י
\n", "
subs corner st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "85506\n", "
מֹואָ֔ב
\n", "
nmpr Moab st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "85507\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "85508\n", "
קַרְקַ֖ר
\n", "
subs <uncertain> st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "85509\n", "
כָּל־
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "85510\n", "
בְּנֵי־
\n", "
subs son st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "85511\n", "
שֵֽׁת׃
\n", "
subs defiance st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *42*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Daniel 8:13\n", "
\n", "879674\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 879674 Subj NP\n", "
\n", "
\n", "\n", "
\n", "375490\n", "
הֶ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "375491\n", "
חָזֹ֤ון
\n", "
subs vision st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "375492\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "375493\n", "
תָּמִיד֙
\n", "
subs continuity st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "375494\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "375495\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "375496\n", "
פֶּ֣שַׁע
\n", "
subs rebellion st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "375497\n", "
שֹׁמֵ֔ם
\n", "
adjv be desolate qal ptca st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "NP_missing_atr_rec = [(res[0],) + tuple(phrase2heads[res[0]]) for res in missing_atr_rec \n", " if F.typ.v(res[0]) in {'NP', 'PrNP'}]\n", "\n", "A.show(NP_missing_atr_rec)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Random Evaluations\n", "\n", "We have examined methodically the different aspects of the selected heads, including their statistical distribution in terms of parts of speech, as well as looking for mixed or missed heads within quantifiers. Now we turn to a less methodical, but nonetheless important, evaluation measure: that of random sampling and manual inspection. The code below aims to produce the most varied sets of manual sampling, across a wide array of phrase types. Since some phrase types are statistically dominant, the code selects a random phrase type that is then used to select a random node of that type. The algorithm runs until producing 50 random samples, with no duplicates allowed. The sample set can be re-shuffled with new random results by running the first cell before displaying the results. There is also an option to pick results with more than a given number of heads, to show more complex examples." ] }, { "cell_type": "code", "execution_count": 75, "metadata": {}, "outputs": [], "source": [ "# RUNNING THIS REMOVES PREVIOUSLY DISPLAYED RESULTS\n", "\n", "min_words = 2\n", "min_heads = 1\n", "\n", "type2headresults = collections.defaultdict(list) # map types to result nodes\n", "maxlength = collections.defaultdict(lambda: collections.defaultdict(int))\n", "for phrase, heads in phrase2heads.items():\n", " typ = F.typ.v(phrase)\n", " type2headresults[typ].append((phrase,)+tuple(heads))\n", " phrase_len, head_len = len(L.d(phrase,'word')), len(heads)\n", " if phrase_len > maxlength[typ]['phrase']:\n", " maxlength[typ]['phrase'] = phrase_len\n", " if head_len > maxlength[typ]['head']:\n", " maxlength[typ]['head'] = head_len\n", "\n", "samples = set() # to fill with 50\n", "while len(samples) < 50:\n", " typ = random.choice(list(type2headresults.keys()))\n", " while maxlength[typ]['phrase'] < min_words or maxlength[typ]['head'] < min_heads: # don't pick type without size threshold\n", " typ = random.choice(list(type2headresults.keys()))\n", " \n", " choice = random.choice(type2headresults[typ])\n", " while len(L.d(choice[0], 'word')) < min_words or len(choice[1:]) < min_heads:\n", " choice = random.choice(type2headresults[typ])\n", " samples.add(choice)\n", " \n", "samples = list(samples)" ] }, { "cell_type": "code", "execution_count": 76, "metadata": {}, "outputs": [ { "data": { "text/markdown": [ "\n", "\n", "**phrase** *1*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Isaiah 29:13\n", "
\n", "779941\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 779941 Conj CP\n", "
\n", "
\n", "\n", "
\n", "221578\n", "
יַ֚עַן
\n", "
prep motive st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "221579\n", "
כִּ֤י
\n", "
conj that
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *2*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Ecclesiastes 4:8\n", "
\n", "870782\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 870782 Subj DPrP\n", "
\n", "
\n", "\n", "
\n", "360703\n", "
גַּם־
\n", "
advb even
\n", "\n", "\n", "
\n", "\n", "
\n", "360704\n", "
זֶ֥ה
\n", "
prde this
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *3*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Ezra 4:14\n", "
\n", "881936\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 881936 Conj CP\n", "
\n", "
\n", "\n", "
\n", "379785\n", "
כָּ
\n", "
prep like
\n", "\n", "\n", "
\n", "\n", "
\n", "379786\n", "
ל־
\n", "
prep to
\n", "\n", "\n", "
\n", "\n", "
\n", "379787\n", "
קֳבֵל֙
\n", "
subs opposite st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "379788\n", "
דִּֽי־
\n", "
conj <relative>
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *4*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Isaiah 48:14\n", "
\n", "785092\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 785092 Subj IPrP\n", "
\n", "
\n", "\n", "
\n", "228997\n", "
מִ֥י
\n", "
prin who
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 785092 Subj IPrP|PP\n", "
\n", "
\n", "\n", "
\n", "228998\n", "
בָהֶ֖ם
\n", "
prep in
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *5*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Isaiah 28:29\n", "
\n", "779762\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 779762 Subj DPrP\n", "
\n", "
\n", "\n", "
\n", "221316\n", "
גַּם־
\n", "
advb even
\n", "\n", "\n", "
\n", "\n", "
\n", "221317\n", "
זֹ֕את
\n", "
prde this
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *6*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Exodus 24:14\n", "
\n", "677549\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 677549 Conj CP\n", "
\n", "
\n", "\n", "
\n", "41883\n", "
עַ֥ד
\n", "
prep unto
\n", "\n", "\n", "
\n", "\n", "
\n", "41884\n", "
אֲשֶׁר־
\n", "
conj <relative>
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *7*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Numbers 19:12\n", "
\n", "698605\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 698605 Time PP\n", "
\n", "
\n", "\n", "
\n", "82258\n", "
בַּ
\n", "
prep in
\n", "\n", "\n", "
\n", "\n", "
\n", "82259\n", "
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "82260\n", "
יֹּ֧ום
\n", "
subs day st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "82261\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "82262\n", "
שְּׁלִישִׁ֛י
\n", "
adjv third st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *8*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Joshua 13:14\n", "
\n", "719794\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 719794 Conj CP\n", "
\n", "
\n", "\n", "
\n", "120660\n", "
כַּ
\n", "
prep as
\n", "\n", "\n", "
\n", "\n", "
\n", "120661\n", "
אֲשֶׁ֖ר
\n", "
conj <relative>
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *9*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "1_Samuel 25:14\n", "
\n", "741460\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 741460 Pred VP\n", "
\n", "
\n", "\n", "
\n", "156813\n", "
לְ
\n", "
prep to
\n", "\n", "\n", "
\n", "\n", "
\n", "156814\n", "
בָרֵ֥ךְ
\n", "
verb bless piel infc st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *10*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "2_Samuel 19:23\n", "
\n", "751263\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 751263 Nega NegP\n", "
\n", "
\n", "\n", "
\n", "172544\n", "
הֲ
\n", "
inrg <interrogative>
\n", "\n", "\n", "
\n", "\n", "
\n", "172545\n", "
לֹ֣וא
\n", "
nega not
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *11*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Joshua 16:6\n", "
\n", "720495\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 720495 Cmpl AdvP\n", "
\n", "
\n", "\n", "
\n", "122261\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "122262\n", "
יָּ֗מָּה
\n", "
subs sea st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 720495 Cmpl AdvP|PrNP\n", "
\n", "
\n", "\n", "
\n", "122263\n", "
הַֽ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "122264\n", "
מִּכְמְתָת֙
\n", "
nmpr Micmethath st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 720495 Cmpl AdvP|PP\n", "
\n", "
\n", "\n", "
\n", "122265\n", "
מִ
\n", "
prep from
\n", "\n", "\n", "
\n", "\n", "
\n", "122266\n", "
צָּפֹ֔ון
\n", "
subs north st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *12*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "2_Chronicles 18:23\n", "
\n", "899066\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 899066 PreC InrP\n", "
\n", "
\n", "\n", "
\n", "415438\n", "
אֵ֣י
\n", "
inrg where
\n", "\n", "\n", "
\n", "\n", "
\n", "415439\n", "
זֶ֤ה
\n", "
prde this
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *13*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Nehemiah 13:22\n", "
\n", "887298\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 887298 Objc DPrP\n", "
\n", "
\n", "\n", "
\n", "391058\n", "
גַּם־
\n", "
advb even
\n", "\n", "\n", "
\n", "\n", "
\n", "391059\n", "
זֹאת֙
\n", "
prde this
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *14*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Daniel 2:34\n", "
\n", "876919\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 876919 Conj CP\n", "
\n", "
\n", "\n", "
\n", "371216\n", "
עַ֠ד
\n", "
prep until
\n", "\n", "\n", "
\n", "\n", "
\n", "371217\n", "
דִּ֣י
\n", "
conj <relative>
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *15*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Numbers 27:14\n", "
\n", "701466\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 701466 Conj CP\n", "
\n", "
\n", "\n", "
\n", "87150\n", "
כַּ
\n", "
prep as
\n", "\n", "\n", "
\n", "\n", "
\n", "87151\n", "
אֲשֶׁר֩
\n", "
conj <relative>
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *16*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "2_Kings 20:20\n", "
\n", "772451\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 772451 Cmpl AdvP\n", "
\n", "
\n", "\n", "
\n", "208652\n", "
הָ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "208653\n", "
עִ֑ירָה
\n", "
subs town st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *17*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Psalms 145:5\n", "
\n", "852591\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 852591 Objc NP\n", "
\n", "
\n", "\n", "
\n", "335282\n", "
הֲ֭דַר
\n", "
subs ornament st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "335283\n", "
כְּבֹ֣וד
\n", "
subs weight st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "335284\n", "
הֹודֶ֑ךָ
\n", "
subs splendour st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "335285\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "335286\n", "
דִבְרֵ֖י
\n", "
subs word st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "335287\n", "
נִפְלְאֹותֶ֣יךָ
\n", "
subs be miraculous nif ptca st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *18*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Leviticus 26:16\n", "
\n", "691577\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 691577 Subj PPrP\n", "
\n", "
\n", "\n", "
\n", "68387\n", "
אַף־
\n", "
advb even
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\n", "\n", "
\n", "68388\n", "
אֲנִ֞י
\n", "
prps i
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
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\n", " phrase 693784 Intj InjP\n", "
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\n", "\n", "
\n", "73202\n", "
אָמֵ֥ן׀
\n", "
intj surely
\n", "\n", "\n", "
\n", "\n", "
\n", "73203\n", "
אָמֵֽן׃
\n", "
intj surely
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\n", "\n", "\n", "
\n", "\n", "\n", "
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\n", "\n", "
\n", " phrase 843764 Intj InjP\n", "
\n", "
\n", "\n", "
\n", "322521\n", "
אָ֘מֵ֥ן׀
\n", "
intj surely
\n", "\n", "\n", "
\n", "\n", "
\n", "322522\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "322523\n", "
אָמֵֽן׃
\n", "
intj surely
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
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\n", "\n", "
\n", " phrase 884715 Pred VP\n", "
\n", "
\n", "\n", "
\n", "385357\n", "
מֵ
\n", "
prep from
\n", "\n", "\n", "
\n", "\n", "
\n", "385358\n", "
עֲלֹ֣ות
\n", "
verb ascend qal infc st=c
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *22*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Joshua 8:20\n", "
\n", "718173\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 718173 Cmpl AdvP\n", "
\n", "
\n", "\n", "
\n", "117314\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "117315\n", "
שָּׁמַ֔יְמָה
\n", "
subs heavens st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *23*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Deuteronomy 21:20\n", "
\n", "711177\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 711177 PreC AdjP\n", "
\n", "
\n", "\n", "
\n", "105211\n", "
סֹורֵ֣ר
\n", "
adjv rebel qal ptca st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "105212\n", "
וּ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "105213\n", "
מֹרֶ֔ה
\n", "
adjv rebel qal ptca st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *24*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "2_Samuel 24:1\n", "
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\n", "\n", "
\n", " phrase 752997 Pred VP\n", "
\n", "
\n", "\n", "
\n", "175424\n", "
לַ
\n", "
prep to
\n", "\n", "\n", "
\n", "\n", "
\n", "175425\n", "
חֲרֹ֖ות
\n", "
verb be hot qal infc st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *25*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "1_Chronicles 28:2\n", "
\n", "894018\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 894018 Subj PrNP\n", "
\n", "
\n", "\n", "
\n", "405541\n", "
דָּוִ֤יד
\n", "
nmpr David st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 894018 Subj PrNP|NP\n", "
\n", "
\n", "\n", "
\n", "405542\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "405543\n", "
מֶּ֨לֶךְ֙
\n", "
subs king st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *26*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Psalms 41:14\n", "
\n", "840175\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 840175 Intj InjP\n", "
\n", "
\n", "\n", "
\n", "317373\n", "
אָ֘מֵ֥ן׀
\n", "
intj surely
\n", "\n", "\n", "
\n", "\n", "
\n", "317374\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "317375\n", "
אָמֵֽן׃
\n", "
intj surely
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *27*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Ezekiel 13:8\n", "
\n", "810058\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 810058 PreS VP\n", "
\n", "
\n", "\n", "
\n", "269980\n", "
יַ֚עַן
\n", "
prep motive st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "269981\n", "
דַּבֶּרְכֶ֣ם
\n", "
verb speak piel infc st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *28*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Jeremiah 4:22\n", "
\n", "790605\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 790605 Pred VP\n", "
\n", "
\n", "\n", "
\n", "236940\n", "
לְ
\n", "
prep to
\n", "\n", "\n", "
\n", "\n", "
\n", "236941\n", "
הֵיטִ֖יב
\n", "
verb be good hif infc st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *29*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Deuteronomy 21:20\n", "
\n", "711181\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 711181 PreC AdjP\n", "
\n", "
\n", "\n", "
\n", "105218\n", "
זֹולֵ֖ל
\n", "
adjv be lavish qal ptca st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "105219\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "105220\n", "
סֹבֵֽא׃
\n", "
adjv drink qal ptca st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *30*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Judges 4:21\n", "
\n", "724318\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 724318 Subj PrNP\n", "
\n", "
\n", "\n", "
\n", "129847\n", "
יָעֵ֣ל
\n", "
nmpr Jael st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 724318 Subj PrNP|NP\n", "
\n", "
\n", "\n", "
\n", "129848\n", "
אֵֽשֶׁת־
\n", "
subs woman st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "129849\n", "
חֶ֠בֶר
\n", "
nmpr Heber st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *31*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Psalms 48:3\n", "
\n", "840787\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 840787 PreC AdjP\n", "
\n", "
\n", "\n", "
\n", "318307\n", "
יְפֵ֥ה
\n", "
adjv beautiful st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "318308\n", "
נֹוף֮
\n", "
subs height st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *32*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Exodus 29:19\n", "
\n", "679001\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 679001 Subj PrNP\n", "
\n", "
\n", "\n", "
\n", "44902\n", "
אַהֲרֹ֧ן
\n", "
nmpr Aaron st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "44903\n", "
וּ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "44904\n", "
בָנָ֛יו
\n", "
subs son st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *33*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Jeremiah 48:47\n", "
\n", "804596\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 804596 Objc NP\n", "
\n", "
\n", "\n", "
\n", "261107\n", "
שְׁבוּת־
\n", "
subs captivity st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "261108\n", "
מֹואָ֛ב
\n", "
nmpr Moab st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *34*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "1_Chronicles 16:37\n", "
\n", "891336\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 891336 Cmpl AdvP\n", "
\n", "
\n", "\n", "
\n", "400081\n", "
שָׁ֗ם
\n", "
advb there
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 891336 Cmpl AdvP|PP\n", "
\n", "
\n", "\n", "
\n", "400082\n", "
לִ
\n", "
prep to
\n", "\n", "\n", "
\n", "\n", "
\n", "400083\n", "
פְנֵי֙
\n", "
subs face st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "400084\n", "
אֲרֹ֣ון
\n", "
subs ark st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "400085\n", "
בְּרִית־
\n", "
subs covenant st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "400086\n", "
יְהוָ֔ה
\n", "
nmpr YHWH st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *35*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Psalms 35:21\n", "
\n", "839139\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 839139 Intj InjP\n", "
\n", "
\n", "\n", "
\n", "316012\n", "
הֶאָ֣ח׀
\n", "
intj aha
\n", "\n", "\n", "
\n", "\n", "
\n", "316013\n", "
הֶאָ֑ח
\n", "
intj aha
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *36*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Ecclesiastes 2:15\n", "
\n", "870266\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 870266 Subj DPrP\n", "
\n", "
\n", "\n", "
\n", "359883\n", "
גַּם־
\n", "
advb even
\n", "\n", "\n", "
\n", "\n", "
\n", "359884\n", "
זֶ֖ה
\n", "
prde this
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *37*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Haggai 2:3\n", "
\n", "831575\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 831575 Subj IPrP\n", "
\n", "
\n", "\n", "
\n", "304505\n", "
מִ֤י
\n", "
prin who
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 831575 Subj IPrP|PP\n", "
\n", "
\n", "\n", "
\n", "304506\n", "
בָכֶם֙
\n", "
prep in
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *38*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Deuteronomy 33:13\n", "
\n", "715460\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 715460 PreC AdjP\n", "
\n", "
\n", "\n", "
\n", "112426\n", "
מְבֹרֶ֥כֶת
\n", "
adjv bless pual ptcp st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "112427\n", "
יְהֹוָ֖ה
\n", "
nmpr YHWH st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *39*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Psalms 92:15\n", "
\n", "846646\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 846646 PreC AdjP\n", "
\n", "
\n", "\n", "
\n", "326695\n", "
דְּשֵׁנִ֖ים
\n", "
adjv fat st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "326696\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "326697\n", "
רַֽעֲנַנִּ֣ים
\n", "
adjv luxuriant st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *40*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Isaiah 49:15\n", "
\n", "785392\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 785392 Subj DPrP\n", "
\n", "
\n", "\n", "
\n", "229415\n", "
גַּם־
\n", "
advb even
\n", "\n", "\n", "
\n", "\n", "
\n", "229416\n", "
אֵ֣לֶּה
\n", "
prde these
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *41*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "2_Chronicles 7:21\n", "
\n", "896504\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 896504 Subj NP\n", "
\n", "
\n", "\n", "
\n", "410543\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "410544\n", "
בַּ֤יִת
\n", "
subs house st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "410545\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "410546\n", "
זֶּה֙
\n", "
prde this
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *42*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Psalms 89:53\n", "
\n", "846326\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 846326 Intj InjP\n", "
\n", "
\n", "\n", "
\n", "326216\n", "
אָ֘מֵ֥ן׀
\n", "
intj surely
\n", "\n", "\n", "
\n", "\n", "
\n", "326217\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "326218\n", "
אָמֵֽן׃
\n", "
intj surely
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *43*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Malachi 2:9\n", "
\n", "834882\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 834882 Objc PP\n", "
\n", "
\n", "\n", "
\n", "309952\n", "
אֶת־
\n", "
prep <object marker>
\n", "\n", "\n", "
\n", "\n", "
\n", "309953\n", "
דְּרָכַ֔י
\n", "
subs way st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *44*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Joshua 10:11\n", "
\n", "718882\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 718882 Rela CP\n", "
\n", "
\n", "\n", "
\n", "118624\n", "
מֵ
\n", "
prep from
\n", "\n", "\n", "
\n", "\n", "
\n", "118625\n", "
אֲשֶׁ֥ר
\n", "
conj <relative>
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *45*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Judges 6:5\n", "
\n", "724723\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 724723 Subj PPrP\n", "
\n", "
\n", "\n", "
\n", "130505\n", "
הֵם֩
\n", "
prps they
\n", "\n", "\n", "
\n", "\n", "
\n", "130506\n", "
וּ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "130507\n", "
מִקְנֵיהֶ֨ם
\n", "
subs purchase st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *46*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "1_Chronicles 22:5\n", "
\n", "892832\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 892832 Pred VP\n", "
\n", "
\n", "\n", "
\n", "402595\n", "
לְ
\n", "
prep to
\n", "\n", "\n", "
\n", "\n", "
\n", "402596\n", "
הַגְדִּ֨יל׀
\n", "
verb be strong hif infc st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *47*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Judges 8:4\n", "
\n", "725774\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 725774 Cmpl AdvP\n", "
\n", "
\n", "\n", "
\n", "132211\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "132212\n", "
יַּרְדֵּ֑נָה
\n", "
nmpr Jordan st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *48*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "2_Kings 23:27\n", "
\n", "773436\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 773436 Objc PP\n", "
\n", "
\n", "\n", "
\n", "210640\n", "
אֶת־
\n", "
prep <object marker>
\n", "\n", "\n", "
\n", "\n", "
\n", "210641\n", "
יְר֣וּשָׁלִַ֔ם
\n", "
nmpr Jerusalem st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "210642\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "210643\n", "
אֶת־
\n", "
prep <object marker>
\n", "\n", "\n", "
\n", "\n", "
\n", "210644\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "210645\n", "
בַּ֔יִת
\n", "
subs house st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *49*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "2_Samuel 15:24\n", "
\n", "749395\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 749395 Subj NP\n", "
\n", "
\n", "\n", "
\n", "169458\n", "
כָּל־
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "169459\n", "
הָ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "169460\n", "
עָ֖ם
\n", "
subs people st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase** *50*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Exodus 29:30\n", "
\n", "679120\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 679120 Time NP\n", "
\n", "
\n", "\n", "
\n", "45201\n", "
שִׁבְעַ֣ת
\n", "
subs seven st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "45202\n", "
יָמִ֗ים
\n", "
subs day st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "A.show(list(samples), condenseType='phrase', withNodes=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# `obj_prep`\n", "\n", "The feature `prep_obj` in `v.1` was an edge feature from a word to its governing preposition. As is done with the nouns above, this would would be a nominal element that is disambiguated from its quantifiers. Since there is no dependency of a prepositional object, the nominal templates developed above can be used with the single change that the phrase type is a `PP` or `CP` (which also has prepositional objects!). \n", "\n", "Since `v.2` will encode edges from words to phrases rather than the other way around, this feature will encode an edge from the object to the preposition, hence the new feature name." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
" ] }, { "cell_type": "code", "execution_count": 77, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "running query on PP_noqant...\n", " 1.87s 66077 results\n", "\tprocessing prepositions...\n", "running query on PP_quant_alone...\n", " 0.12s 829 results\n", "\tprocessing prepositions...\n", "running query on PP_quantified...\n", " 1.50s 5142 results\n", "\tprocessing prepositions...\n", "running query on special_quantified...\n", " 0.62s 1959 results\n", "\tprocessing prepositions...\n", "running query on PP_to_PP...\n", " 0.22s 2917 results\n", "\tprocessing prepositions...\n", "running query on PP_to_conj...\n", " 0.54s 1055 results\n", "\tprocessing prepositions...\n", "running query on PP_negation...\n", " 0.62s 1 result\n", "\tprocessing prepositions...\n", "\n", " <><><><><><><><><><><><><><><><><><><><> \n", "\n", "queries complete with 64217 object of preposition mappings...\n" ] } ], "source": [ "pp_obj_queries = {}\n", " \n", "PP_noqant = f'''\n", "\n", "phrase_atom\n", " prep prs=absent\n", " < head:nonquant pdp#conj|art|prep|nega\n", "\n", "% either word is adjacent to prep\n", " /with/\n", " phrase_atom\n", " prep\n", " <: head\n", " \n", "% or word is adjacent to prep but interrupted by article\n", " /or/\n", " phrase_atom\n", " prep\n", " <: word pdp=art\n", " <: head\n", " \n", " /or/\n", "\n", "% or word is w1, an independent, non-modifying word\n", "% what follows is a long description for that situation\n", "\n", " w1:word\n", "\n", "% exclude w1 uses as modifier\n", " /without/\n", " subphrase rela=adj|atr|mod|dem\n", " w1\n", " /-/\n", " /with/\n", " = iword\n", " /-/\n", "\n", "% exclude w1 rec relations to non-prepositions\n", " /without/\n", " nonprep\n", " CR\n", " /-/\n", "'''\n", "\n", "pp_obj_queries['PP_to_conj'] = {'template': PP_to_conj,\n", " 'prepi': 1,\n", " 'obji': 2}\n", "\n", "PP_negation = '''\n", "\n", "pa:phrase_atom\n", " pp:prep\n", " neg:word pdp=nega\n", "\n", "pa =: pp\n", "pa := neg\n", "pp # neg\n", "'''\n", "pp_obj_queries['PP_negation'] = {'template': PP_negation,\n", " 'prepi': 1,\n", " 'obji': 2}\n", "\n", "\n", "\n", "obj2prep = collections.defaultdict()\n", "prep2obj = collections.defaultdict(set)\n", "\n", "for name, query in pp_obj_queries.items():\n", " template = query['template']\n", " prepi = query['prepi']\n", " obji = query['obji']\n", " \n", " print(f'running query on {name}...')\n", " results = A.search(template, sets=sets)\n", "\n", " print('\\tprocessing prepositions...')\n", " for res in results:\n", " obj = res[obji]\n", " # back up one slot until a preposition is found\n", " prep = None\n", " cur_slot = obj\n", " while not prep:\n", " cur_slot -= 1\n", " if cur_slot in preps:\n", " prep = cur_slot\n", " \n", " obj2prep[obj] = prep\n", " prep2obj[prep].add(obj)\n", " \n", "print('\\n', '<>'*20, '\\n')\n", "print(f'queries complete with {len(obj2prep)} object of preposition mappings...')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Check for Missing Prepositional Objects\n" ] }, { "cell_type": "code", "execution_count": 78, "metadata": {}, "outputs": [], "source": [ "# for testing:\n", "for sp in L.d(0, 'subphrase'):\n", " print(sp, F.rela.v(sp), E.mother.f(sp), T.text(sp))\n", " print(L.d(sp, 'word'))\n", " print()" ] }, { "cell_type": "code", "execution_count": 79, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " 1.07s 62424 results\n", "0 prepositions missing...\n" ] } ], "source": [ "simple_check_results = A.search('''\n", "\n", "phrase_atom\n", " prep prs=absent\n", " <: word pdp#conj\n", " \n", "''', sets={'prep': preps})\n", "\n", "simple_check_prep = [res for res in simple_check_results if res[1] not in prep2obj]\n", "\n", "print(f'{len(simple_check_prep)} prepositions missing...')\n", "\n", "A.show(simple_check_prep, withNodes=True, condenseType='phrase_atom', end=100)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Random Inspection\n" ] }, { "cell_type": "code", "execution_count": 80, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "1262" ] }, "execution_count": 80, "metadata": {}, "output_type": "execute_result" } ], "source": [ "random_results = [(L.u(obj, 'phrase_atom')[0], prep, obj) for obj, prep in obj2prep.items()\n", " if len(prep2obj[prep]) > 1\n", " ]\n", "random.shuffle(random_results)\n", "random_results = [res for res in random_results \n", " #if len(L.d(res[0], 'word')) > 5\n", " ]\n", "\n", "random_results.insert(0, (898847,)+tuple(prep2obj[898847])) # <- suspect\n", "len(random_results)" ] }, { "cell_type": "code", "execution_count": 81, "metadata": {}, "outputs": [ { "data": { "text/markdown": [ "\n", "\n", "**Result** *0*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "2_Chronicles 18:9\n", "
\n", "898847\n", "\n", "\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "2_Chronicles 18:9\n", "
\n", "\n", "
\n", " phrase 898847 Cmpl PP\n", "
\n", "
\n", "\n", "
\n", "415125\n", "
בְּ
\n", "
prep in
\n", "\n", "\n", "
\n", "\n", "
\n", "415126\n", "
גֹ֔רֶן
\n", "
subs threshing-floor st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "415127\n", "
פֶּ֖תַח
\n", "
subs opening st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "415128\n", "
שַׁ֣עַר
\n", "
subs gate st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "415129\n", "
שֹׁמְרֹ֑ון
\n", "
nmpr Samaria st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *1*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "2_Chronicles 32:28\n", "
\n", "\n", "
\n", " phrase 903348 Adju PP\n", "
\n", "
\n", "\n", "
\n", "423752\n", "
לְ
\n", "
prep to
\n", "\n", "\n", "
\n", "\n", "
\n", "423753\n", "
כָל־
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "423754\n", "
בְּהֵמָ֣ה
\n", "
subs cattle st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "423755\n", "
וּ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "423756\n", "
בְהֵמָ֔ה
\n", "
subs cattle st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *2*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Ezra 7:7\n", "
\n", "\n", "
\n", " phrase 882611 Subj PP\n", "
\n", "
\n", "\n", "
\n", "381025\n", "
מִ
\n", "
prep from
\n", "\n", "\n", "
\n", "\n", "
\n", "381026\n", "
בְּנֵֽי־
\n", "
subs son st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "381027\n", "
יִ֠שְׂרָאֵל
\n", "
nmpr Israel st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "381028\n", "
וּ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "381029\n", "
מִן־
\n", "
prep from
\n", "\n", "\n", "
\n", "\n", "
\n", "381030\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "381031\n", "
כֹּהֲנִ֨ים
\n", "
subs priest st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "381032\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "381033\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "381034\n", "
לְוִיִּ֜ם
\n", "
subs Levite st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "381035\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "381036\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "381037\n", "
מְשֹׁרְרִ֧ים
\n", "
subs sing piel ptca st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "381038\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "381039\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "381040\n", "
שֹּׁעֲרִ֛ים
\n", "
subs porter st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "381041\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "381042\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "381043\n", "
נְּתִינִ֖ים
\n", "
subs temple slave st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *3*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Esther 8:11\n", "
\n", "\n", "
\n", " phrase 875744 PreC PP\n", "
\n", "
\n", "\n", "
\n", "368985\n", "
בְּ
\n", "
prep in
\n", "\n", "\n", "
\n", "\n", "
\n", "368986\n", "
כָל־
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "368987\n", "
עִיר־
\n", "
subs town st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "368988\n", "
וָ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "368989\n", "
עִ֗יר
\n", "
subs town st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *4*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Isaiah 66:2\n", "
\n", "\n", "
\n", " phrase 789022 Cmpl PP\n", "
\n", "
\n", "\n", "
\n", "234497\n", "
אֶל־
\n", "
prep to
\n", "\n", "\n", "
\n", "\n", "
\n", "234498\n", "
עָנִי֙
\n", "
subs humble st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "234499\n", "
וּ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "234500\n", "
נְכֵה־
\n", "
adjv smitten st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "234501\n", "
ר֔וּחַ
\n", "
subs wind st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "234502\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "234503\n", "
חָרֵ֖ד
\n", "
subs trembling st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *5*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Psalms 91:13\n", "
\n", "\n", "
\n", " phrase 846531 Cmpl PP\n", "
\n", "
\n", "\n", "
\n", "326521\n", "
עַל־
\n", "
prep upon
\n", "\n", "\n", "
\n", "\n", "
\n", "326522\n", "
שַׁ֣חַל
\n", "
subs young lion st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "326523\n", "
וָ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "326524\n", "
פֶ֣תֶן
\n", "
subs cobra st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *6*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Ezekiel 9:9\n", "
\n", "\n", "
\n", " phrase 809020 Adju PP\n", "
\n", "
\n", "\n", "
\n", "268313\n", "
בִּ
\n", "
prep in
\n", "\n", "\n", "
\n", "\n", "
\n", "268314\n", "
מְאֹ֣ד
\n", "
subs might st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "268315\n", "
מְאֹ֔ד
\n", "
subs might st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *7*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Exodus 33:2\n", "
\n", "\n", "
\n", " phrase 680324 Objc PP\n", "
\n", "
\n", "\n", "
\n", "47310\n", "
אֶת־
\n", "
prep <object marker>
\n", "\n", "\n", "
\n", "\n", "
\n", "47311\n", "
הַֽ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "47312\n", "
כְּנַעֲנִי֙
\n", "
subs Canaanite st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "47313\n", "
הָֽ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "47314\n", "
אֱמֹרִ֔י
\n", "
subs Amorite st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "47315\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "47316\n", "
הַֽ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "47317\n", "
חִתִּי֙
\n", "
subs Hittite st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "47318\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "47319\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "47320\n", "
פְּרִזִּ֔י
\n", "
subs Perizzite st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "47321\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "47322\n", "
חִוִּ֖י
\n", "
subs Hivite st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "47323\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "47324\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "47325\n", "
יְבוּסִֽי׃
\n", "
subs Jebusite st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *8*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Nehemiah 6:1\n", "
\n", "\n", "
\n", " phrase 885019 Cmpl PP\n", "
\n", "
\n", "\n", "
\n", "385900\n", "
לְ
\n", "
prep to
\n", "\n", "\n", "
\n", "\n", "
\n", "385901\n", "
סַנְבַלַּ֣ט
\n", "
nmpr Sanballat st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "385902\n", "
וְ֠
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "385903\n", "
טֹובִיָּה
\n", "
nmpr Tobijah st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "385904\n", "
וּ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "385905\n", "
לְ
\n", "
prep to
\n", "\n", "\n", "
\n", "\n", "
\n", "385906\n", "
גֶ֨שֶׁם
\n", "
nmpr Geshem st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *9*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Genesis 32:8\n", "
\n", "\n", "
\n", " phrase 662366 Objc PP\n", "
\n", "
\n", "\n", "
\n", "17576\n", "
אֶת־
\n", "
prep <object marker>
\n", "\n", "\n", "
\n", "\n", "
\n", "17577\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "17578\n", "
צֹּ֧אן
\n", "
subs cattle st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "17579\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "17580\n", "
אֶת־
\n", "
prep <object marker>
\n", "\n", "\n", "
\n", "\n", "
\n", "17581\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "17582\n", "
בָּקָ֛ר
\n", "
subs cattle st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "17583\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "17584\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "17585\n", "
גְּמַלִּ֖ים
\n", "
subs camel st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *10*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Psalms 150:4\n", "
\n", "\n", "
\n", " phrase 853039 Adju PP\n", "
\n", "
\n", "\n", "
\n", "336002\n", "
בְּ
\n", "
prep in
\n", "\n", "\n", "
\n", "\n", "
\n", "336003\n", "
מִנִּ֥ים
\n", "
subs string st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "336004\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "336005\n", "
עוּגָֽב׃
\n", "
subs flute st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *11*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Ezekiel 35:7\n", "
\n", "\n", "
\n", " phrase 818024 Cmpl PP\n", "
\n", "
\n", "\n", "
\n", "282262\n", "
לְ
\n", "
prep to
\n", "\n", "\n", "
\n", "\n", "
\n", "282263\n", "
שִֽׁמְמָ֖ה
\n", "
subs <uncertain> st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "282264\n", "
וּ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "282265\n", "
שְׁמָמָ֑ה
\n", "
subs desolation st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *12*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "2_Chronicles 14:2\n", "
\n", "\n", "
\n", " phrase 898014 Objc PP\n", "
\n", "
\n", "\n", "
\n", "413511\n", "
אֶת־
\n", "
prep <object marker>
\n", "\n", "\n", "
\n", "\n", "
\n", "413512\n", "
מִזְבְּחֹ֥ות
\n", "
subs altar st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "413513\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "413514\n", "
נֵּכָ֖ר
\n", "
subs foreigner st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "413515\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "413516\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "413517\n", "
בָּמֹ֑ות
\n", "
subs high place st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *13*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "2_Chronicles 31:19\n", "
\n", "\n", "
\n", " phrase 902957 PreC PP\n", "
\n", "
\n", "\n", "
\n", "423003\n", "
בְּ
\n", "
prep in
\n", "\n", "\n", "
\n", "\n", "
\n", "423004\n", "
כָל־
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "423005\n", "
עִ֣יר
\n", "
subs town st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "423006\n", "
וָ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "423007\n", "
עִ֔יר
\n", "
subs town st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *14*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "1_Samuel 17:36\n", "
\n", "\n", "
\n", " phrase 738018 Objc PP\n", "
\n", "
\n", "\n", "
\n", "151573\n", "
גַּ֧ם
\n", "
advb even
\n", "\n", "\n", "
\n", "\n", "
\n", "151574\n", "
אֶֽת־
\n", "
prep <object marker>
\n", "\n", "\n", "
\n", "\n", "
\n", "151575\n", "
הָ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "151576\n", "
אֲרִ֛י
\n", "
subs lion st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "151577\n", "
גַּם־
\n", "
advb even
\n", "\n", "\n", "
\n", "\n", "
\n", "151578\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "151579\n", "
דֹּ֖וב
\n", "
subs bear st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *15*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Joshua 17:11\n", "
\n", "\n", "
\n", " phrase 720659 Subj PrNP|PP\n", "
\n", "
\n", "\n", "
\n", "122647\n", "
אֶת־
\n", "
prep <object marker>
\n", "\n", "\n", "
\n", "\n", "
\n", "122648\n", "
יֹשְׁבֵ֧י
\n", "
subs sit qal ptca st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "122649\n", "
דֹ֣אר
\n", "
nmpr Dor st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "122650\n", "
וּ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "122651\n", "
בְנֹותֶ֗יהָ
\n", "
subs daughter st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "122652\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "122653\n", "
יֹשְׁבֵ֤י
\n", "
subs sit qal ptca st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "122654\n", "
עֵֽין־דֹּר֙
\n", "
nmpr Endor st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "122655\n", "
וּ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "122656\n", "
בְנֹתֶ֔יהָ
\n", "
subs daughter st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "122657\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "122658\n", "
יֹשְׁבֵ֤י
\n", "
subs sit qal ptca st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "122659\n", "
תַעְנַךְ֙
\n", "
nmpr Taanach st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "122660\n", "
וּ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "122661\n", "
בְנֹתֶ֔יהָ
\n", "
subs daughter st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "122662\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "122663\n", "
יֹשְׁבֵ֥י
\n", "
subs sit qal ptca st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "122664\n", "
מְגִדֹּ֖ו
\n", "
nmpr Megiddo st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "122665\n", "
וּ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "122666\n", "
בְנֹותֶ֑יהָ
\n", "
subs daughter st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *16*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Deuteronomy 3:10\n", "
\n", "\n", "
\n", " phrase 705255 Adju NP|PP\n", "
\n", "
\n", "\n", "
\n", "94689\n", "
עַד־
\n", "
prep unto
\n", "\n", "\n", "
\n", "\n", "
\n", "94690\n", "
סַלְכָ֖ה
\n", "
nmpr Salecah st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "94691\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "94692\n", "
אֶדְרֶ֑עִי
\n", "
nmpr Edrei st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *17*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "2_Kings 13:23\n", "
\n", "\n", "
\n", " phrase 769651 Adju PP\n", "
\n", "
\n", "\n", "
\n", "203569\n", "
אֶת־
\n", "
prep together with
\n", "\n", "\n", "
\n", "\n", "
\n", "203570\n", "
אַבְרָהָ֖ם
\n", "
nmpr Abraham st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "203571\n", "
יִצְחָ֣ק
\n", "
nmpr Isaac st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "203572\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "203573\n", "
יַֽעֲקֹ֑ב
\n", "
nmpr Jacob st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *18*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Judges 8:26\n", "
\n", "\n", "
\n", " phrase 726056 Adju PP\n", "
\n", "
\n", "\n", "
\n", "132686\n", "
מִן־
\n", "
prep from
\n", "\n", "\n", "
\n", "\n", "
\n", "132687\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "132688\n", "
שַּׂהֲרֹנִ֨ים
\n", "
subs <ornament> st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "132689\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "132690\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "132691\n", "
נְּטִפֹ֜ות
\n", "
subs eardrops st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "132692\n", "
וּ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "132693\n", "
בִגְדֵ֣י
\n", "
subs garment st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "132694\n", "
הָ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "132695\n", "
אַרְגָּמָ֗ן
\n", "
subs purple-wool st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *19*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Ezra 8:26\n", "
\n", "\n", "
\n", " phrase 883046 Objc NP\n", "
\n", "
\n", "\n", "
\n", "382010\n", "
כְלֵי־
\n", "
subs tool st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "382011\n", "
כֶ֥סֶף
\n", "
subs silver st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "382012\n", "
מֵאָ֖ה
\n", "
subs hundred st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "382013\n", "
לְ
\n", "
prep to
\n", "\n", "\n", "
\n", "\n", "
\n", "382014\n", "
כִכָּרִ֑ים
\n", "
subs disk st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "382015\n", "
זָהָ֖ב
\n", "
subs gold st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "382016\n", "
מֵאָ֥ה
\n", "
subs hundred st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "382017\n", "
כִכָּֽר׃
\n", "
subs disk st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *20*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Nehemiah 4:7\n", "
\n", "\n", "
\n", " phrase 884612 Adju PP\n", "
\n", "
\n", "\n", "
\n", "385158\n", "
עִם־
\n", "
prep with
\n", "\n", "\n", "
\n", "\n", "
\n", "385159\n", "
חַרְבֹתֵיהֶ֛ם
\n", "
subs dagger st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "385160\n", "
רָמְחֵיהֶ֖ם
\n", "
subs lance st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "385161\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "385162\n", "
קַשְּׁתֹתֵיהֶֽם׃
\n", "
subs bow st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *21*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Numbers 30:5\n", "
\n", "\n", "
\n", " phrase 702034 Objc PP\n", "
\n", "
\n", "\n", "
\n", "88618\n", "
אֶת־
\n", "
prep <object marker>
\n", "\n", "\n", "
\n", "\n", "
\n", "88619\n", "
נִדְרָ֗הּ
\n", "
subs vow st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "88620\n", "
וֶֽ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "88621\n", "
אֱסָרָהּ֙
\n", "
subs obligation st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *22*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Deuteronomy 31:28\n", "
\n", "\n", "
\n", " phrase 714754 Objc PP\n", "
\n", "
\n", "\n", "
\n", "111365\n", "
אֶת־
\n", "
prep <object marker>
\n", "\n", "\n", "
\n", "\n", "
\n", "111366\n", "
כָּל־
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "111367\n", "
זִקְנֵ֥י
\n", "
subs old st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "111368\n", "
שִׁבְטֵיכֶ֖ם
\n", "
subs rod st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "111369\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "111370\n", "
שֹׁטְרֵיכֶ֑ם
\n", "
subs register qal ptca st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *23*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "2_Chronicles 15:9\n", "
\n", "\n", "
\n", " phrase 898271 Objc PP\n", "
\n", "
\n", "\n", "
\n", "413983\n", "
אֶת־
\n", "
prep <object marker>
\n", "\n", "\n", "
\n", "\n", "
\n", "413984\n", "
כָּל־
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "413985\n", "
יְהוּדָה֙
\n", "
nmpr Judah st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "413986\n", "
וּ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "413987\n", "
בִנְיָמִ֔ן
\n", "
nmpr Benjamin st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "413988\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "413989\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "413990\n", "
גָּרִים֙
\n", "
subs dwell qal ptca st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *24*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "1_Kings 16:13\n", "
\n", "\n", "
\n", " phrase 760562 Adju PP\n", "
\n", "
\n", "\n", "
\n", "189314\n", "
אֶ֚ל
\n", "
prep to
\n", "\n", "\n", "
\n", "\n", "
\n", "189315\n", "
כָּל־
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "189316\n", "
חַטֹּ֣אות
\n", "
subs sin st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "189317\n", "
בַּעְשָׁ֔א
\n", "
nmpr Baasha st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "189318\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "189319\n", "
חַטֹּ֖אות
\n", "
subs sin st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "189320\n", "
אֵלָ֣ה
\n", "
nmpr Elah st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *25*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "1_Samuel 4:21\n", "
\n", "\n", "
\n", " phrase 733119 Adju PP\n", "
\n", "
\n", "\n", "
\n", "143808\n", "
אֶל־
\n", "
prep to
\n", "\n", "\n", "
\n", "\n", "
\n", "143809\n", "
חָמִ֖יהָ
\n", "
subs father-in-law st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "143810\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "143811\n", "
אִישָֽׁהּ׃
\n", "
subs man st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *26*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "1_Kings 16:23\n", "
\n", "\n", "
\n", " phrase 760685 Time PP\n", "
\n", "
\n", "\n", "
\n", "189546\n", "
בִּ
\n", "
prep in
\n", "\n", "\n", "
\n", "\n", "
\n", "189547\n", "
שְׁנַת֩
\n", "
subs year st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "189548\n", "
שְׁלֹשִׁ֨ים
\n", "
subs three st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "189549\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "189550\n", "
אַחַ֜ת
\n", "
subs one st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "189551\n", "
שָׁנָ֗ה
\n", "
subs year st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *27*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Exodus 33:2\n", "
\n", "\n", "
\n", " phrase 680324 Objc PP\n", "
\n", "
\n", "\n", "
\n", "47310\n", "
אֶת־
\n", "
prep <object marker>
\n", "\n", "\n", "
\n", "\n", "
\n", "47311\n", "
הַֽ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "47312\n", "
כְּנַעֲנִי֙
\n", "
subs Canaanite st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "47313\n", "
הָֽ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "47314\n", "
אֱמֹרִ֔י
\n", "
subs Amorite st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "47315\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "47316\n", "
הַֽ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "47317\n", "
חִתִּי֙
\n", "
subs Hittite st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "47318\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "47319\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "47320\n", "
פְּרִזִּ֔י
\n", "
subs Perizzite st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "47321\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "47322\n", "
חִוִּ֖י
\n", "
subs Hivite st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "47323\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "47324\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "47325\n", "
יְבוּסִֽי׃
\n", "
subs Jebusite st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *28*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "1_Chronicles 4:28\n", "
\n", "\n", "
\n", " phrase 888325 Cmpl PP\n", "
\n", "
\n", "\n", "
\n", "393225\n", "
בִּ
\n", "
prep in
\n", "\n", "\n", "
\n", "\n", "
\n", "393226\n", "
בְאֵֽר־
\n", "
subs well st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "393227\n", "
שֶׁ֥בַע
\n", "
nmpr Sheba st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "393228\n", "
וּ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "393229\n", "
מֹולָדָ֖ה
\n", "
nmpr Moladah st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "393230\n", "
וַ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "393231\n", "
חֲצַ֥ר שׁוּעָֽל׃
\n", "
nmpr Hazar Shual st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *29*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Hosea 3:2\n", "
\n", "\n", "
\n", " phrase 822967 Adju PP\n", "
\n", "
\n", "\n", "
\n", "291615\n", "
בַּ
\n", "
prep in
\n", "\n", "\n", "
\n", "\n", "
\n", "291616\n", "
חֲמִשָּׁ֥ה
\n", "
subs five st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "291617\n", "
עָשָׂ֖ר
\n", "
subs -teen st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "291618\n", "
כָּ֑סֶף
\n", "
subs silver st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "291619\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "291620\n", "
חֹ֥מֶר
\n", "
subs homer st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "291621\n", "
שְׂעֹרִ֖ים
\n", "
subs barley st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "291622\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "291623\n", "
לֵ֥תֶךְ
\n", "
subs letek st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "291624\n", "
שְׂעֹרִֽים׃
\n", "
subs barley st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *30*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Esther 4:5\n", "
\n", "\n", "
\n", " phrase 874773 Adju PP\n", "
\n", "
\n", "\n", "
\n", "367247\n", "
עַל־
\n", "
prep upon
\n", "\n", "\n", "
\n", "\n", "
\n", "367248\n", "
מַה־
\n", "
prin what
\n", "\n", "\n", "
\n", "\n", "
\n", "367249\n", "
זֶּֽה׃
\n", "
prde this
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *31*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Joshua 1:4\n", "
\n", "\n", "
\n", " phrase 715766 Cmpl PP\n", "
\n", "
\n", "\n", "
\n", "112987\n", "
מֵ
\n", "
prep from
\n", "\n", "\n", "
\n", "\n", "
\n", "112988\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "112989\n", "
מִּדְבָּר֩
\n", "
subs desert st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "112990\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "112991\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "112992\n", "
לְּבָנֹ֨ון
\n", "
nmpr Lebanon st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "112993\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "112994\n", "
זֶּ֜ה
\n", "
prde this
\n", "\n", "\n", "
\n", "\n", "
\n", "112995\n", "
וְֽ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "112996\n", "
עַד־
\n", "
prep unto
\n", "\n", "\n", "
\n", "\n", "
\n", "112997\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "112998\n", "
נָּהָ֧ר
\n", "
subs stream st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "112999\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "113000\n", "
גָּדֹ֣ול
\n", "
adjv great st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *32*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "2_Chronicles 36:10\n", "
\n", "\n", "
\n", " phrase 904594 Cmpl PP\n", "
\n", "
\n", "\n", "
\n", "426259\n", "
עַל־
\n", "
prep upon
\n", "\n", "\n", "
\n", "\n", "
\n", "426260\n", "
יְהוּדָ֖ה
\n", "
nmpr Judah st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "426261\n", "
וִֽ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "426262\n", "
ירוּשָׁלִָֽם׃ פ
\n", "
nmpr Jerusalem st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *33*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Isaiah 57:15\n", "
\n", "\n", "
\n", " phrase 787114 Cmpl PP\n", "
\n", "
\n", "\n", "
\n", "231803\n", "
אֶת־
\n", "
prep together with
\n", "\n", "\n", "
\n", "\n", "
\n", "231804\n", "
דַּכָּא֙
\n", "
subs crushed st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "231805\n", "
וּ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "231806\n", "
שְׁפַל־
\n", "
adjv low st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "231807\n", "
ר֔וּחַ
\n", "
subs wind st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *34*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Ezra 8:29\n", "
\n", "\n", "
\n", " phrase 883065 Adju PP\n", "
\n", "
\n", "\n", "
\n", "382062\n", "
לִ
\n", "
prep to
\n", "\n", "\n", "
\n", "\n", "
\n", "382063\n", "
פְנֵי֩
\n", "
subs face st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "382064\n", "
שָׂרֵ֨י
\n", "
subs chief st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "382065\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "382066\n", "
כֹּהֲנִ֧ים
\n", "
subs priest st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "382067\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "382068\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "382069\n", "
לְוִיִּ֛ם
\n", "
subs Levite st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "382070\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "382071\n", "
שָׂרֵֽי־
\n", "
subs chief st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "382072\n", "
הָ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "382073\n", "
אָבֹ֥ות
\n", "
subs father st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *35*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Joshua 8:17\n", "
\n", "\n", "
\n", " phrase 718112 Cmpl PP\n", "
\n", "
\n", "\n", "
\n", "117221\n", "
בָּ
\n", "
prep in
\n", "\n", "\n", "
\n", "\n", "
\n", "117222\n", "
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "117223\n", "
עַי֙
\n", "
nmpr Ai st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "117224\n", "
וּ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "117225\n", "
בֵ֣ית אֵ֔ל
\n", "
nmpr Bethel st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *36*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Jeremiah 52:31\n", "
\n", "\n", "
\n", " phrase 806681 Time PP\n", "
\n", "
\n", "\n", "
\n", "264659\n", "
בְּ
\n", "
prep in
\n", "\n", "\n", "
\n", "\n", "
\n", "264660\n", "
עֶשְׂרִ֥ים
\n", "
subs twenty st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "264661\n", "
וַ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "264662\n", "
חֲמִשָּׁ֖ה
\n", "
subs five st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *37*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Ezra 2:59\n", "
\n", "\n", "
\n", " phrase 881541 Cmpl PP\n", "
\n", "
\n", "\n", "
\n", "378886\n", "
מִ
\n", "
prep from
\n", "\n", "\n", "
\n", "\n", "
\n", "378887\n", "
תֵּ֥ל מֶ֨לַח֙
\n", "
nmpr Tel Melah st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "378888\n", "
תֵּ֣ל חַרְשָׁ֔א
\n", "
nmpr Tel Harsha st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "378889\n", "
כְּר֥וּב
\n", "
nmpr Kerub st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "378890\n", "
אַדָּ֖ן
\n", "
nmpr Addon st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "378891\n", "
אִמֵּ֑ר
\n", "
nmpr Immer st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *38*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "1_Kings 10:29\n", "
\n", "\n", "
\n", " phrase 758021 Adju PP\n", "
\n", "
\n", "\n", "
\n", "184998\n", "
בַּ
\n", "
prep in
\n", "\n", "\n", "
\n", "\n", "
\n", "184999\n", "
חֲמִשִּׁ֣ים
\n", "
subs five st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "185000\n", "
וּ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "185001\n", "
מֵאָ֑ה
\n", "
subs hundred st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *39*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Isaiah 35:7\n", "
\n", "\n", "
\n", " phrase 781319 PreC PP\n", "
\n", "
\n", "\n", "
\n", "223671\n", "
לְ
\n", "
prep to
\n", "\n", "\n", "
\n", "\n", "
\n", "223672\n", "
קָנֶ֥ה
\n", "
subs reed st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "223673\n", "
וָ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "223674\n", "
גֹֽמֶא׃
\n", "
subs papyrus st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *40*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Psalms 98:6\n", "
\n", "\n", "
\n", " phrase 847141 Adju PP\n", "
\n", "
\n", "\n", "
\n", "327418\n", "
בַּ֭
\n", "
prep in
\n", "\n", "\n", "
\n", "\n", "
\n", "327419\n", "
חֲצֹ֣צְרֹות
\n", "
subs clarion st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "327420\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "327421\n", "
קֹ֣ול
\n", "
subs sound st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "327422\n", "
שֹׁופָ֑ר
\n", "
subs horn st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *41*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Genesis 19:25\n", "
\n", "\n", "
\n", " phrase 656683 Objc PP\n", "
\n", "
\n", "\n", "
\n", "8970\n", "
אֵת֙
\n", "
prep <object marker>
\n", "\n", "\n", "
\n", "\n", "
\n", "8971\n", "
כָּל־
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "8972\n", "
יֹשְׁבֵ֣י
\n", "
subs sit qal ptca st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "8973\n", "
הֶ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "8974\n", "
עָרִ֔ים
\n", "
subs town st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "8975\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "8976\n", "
צֶ֖מַח
\n", "
subs sprout st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "8977\n", "
הָ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "8978\n", "
אֲדָמָֽה׃
\n", "
subs soil st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *42*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Isaiah 40:17\n", "
\n", "\n", "
\n", " phrase 782655 Cmpl PP\n", "
\n", "
\n", "\n", "
\n", "225832\n", "
מֵ
\n", "
prep from
\n", "\n", "\n", "
\n", "\n", "
\n", "225833\n", "
אֶ֥פֶס
\n", "
subs end st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "225834\n", "
וָ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "225835\n", "
תֹ֖הוּ
\n", "
subs emptiness st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *43*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Isaiah 35:7\n", "
\n", "\n", "
\n", " phrase 781319 PreC PP\n", "
\n", "
\n", "\n", "
\n", "223671\n", "
לְ
\n", "
prep to
\n", "\n", "\n", "
\n", "\n", "
\n", "223672\n", "
קָנֶ֥ה
\n", "
subs reed st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "223673\n", "
וָ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "223674\n", "
גֹֽמֶא׃
\n", "
subs papyrus st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *44*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Proverbs 16:6\n", "
\n", "\n", "
\n", " phrase 864250 Cmpl PP\n", "
\n", "
\n", "\n", "
\n", "351062\n", "
בְּ
\n", "
prep in
\n", "\n", "\n", "
\n", "\n", "
\n", "351063\n", "
חֶ֣סֶד
\n", "
subs loyalty st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "351064\n", "
וֶ֭
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "351065\n", "
אֱמֶת
\n", "
subs trustworthiness st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *45*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Ezra 8:17\n", "
\n", "\n", "
\n", " phrase 882960 Cmpl PP\n", "
\n", "
\n", "\n", "
\n", "381801\n", "
אֶל־
\n", "
prep to
\n", "\n", "\n", "
\n", "\n", "
\n", "381802\n", "
אִדֹּ֨ו
\n", "
nmpr Iddo st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "381803\n", "
אָחִ֤יו
\n", "
subs brother st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "381804\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "381805\n", "
נְּתִינִים֙
\n", "
subs temple slave st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *46*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Isaiah 2:12\n", "
\n", "\n", "
\n", " phrase 774538 Cmpl PP\n", "
\n", "
\n", "\n", "
\n", "212739\n", "
עַ֥ל
\n", "
prep upon
\n", "\n", "\n", "
\n", "\n", "
\n", "212740\n", "
כָּל־
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "212741\n", "
גֵּאֶ֖ה
\n", "
subs haughty st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "212742\n", "
וָ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "212743\n", "
רָ֑ם
\n", "
subs be high qal ptca st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *47*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "2_Chronicles 30:11\n", "
\n", "\n", "
\n", " phrase 902577 Subj NP|PP\n", "
\n", "
\n", "\n", "
\n", "422105\n", "
מֵ
\n", "
prep from
\n", "\n", "\n", "
\n", "\n", "
\n", "422106\n", "
אָשֵׁ֥ר
\n", "
nmpr Asher st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "422107\n", "
וּ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "422108\n", "
מְנַשֶּׁ֖ה
\n", "
nmpr Manasseh st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "422109\n", "
וּ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "422110\n", "
מִ
\n", "
prep from
\n", "\n", "\n", "
\n", "\n", "
\n", "422111\n", "
זְּבֻל֑וּן
\n", "
nmpr Zebulun st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *48*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Nehemiah 10:32\n", "
\n", "\n", "
\n", " phrase 886486 Objc PP\n", "
\n", "
\n", "\n", "
\n", "388959\n", "
אֶת־
\n", "
prep <object marker>
\n", "\n", "\n", "
\n", "\n", "
\n", "388960\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "388961\n", "
שָּׁנָ֥ה
\n", "
subs year st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "388962\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "388963\n", "
שְּׁבִיעִ֖ית
\n", "
adjv seventh st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "388964\n", "
וּ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "388965\n", "
מַשָּׁ֥א
\n", "
subs claim st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "388966\n", "
כָל־
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "388967\n", "
יָֽד׃
\n", "
subs hand st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *49*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Joshua 8:35\n", "
\n", "\n", "
\n", " phrase 718384 Cmpl PP\n", "
\n", "
\n", "\n", "
\n", "117724\n", "
נֶ֣גֶד
\n", "
prep counterpart st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "117725\n", "
כָּל־
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "117726\n", "
קְהַ֤ל
\n", "
subs assembly st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "117727\n", "
יִשְׂרָאֵל֙
\n", "
nmpr Israel st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "117728\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "117729\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "117730\n", "
נָּשִׁ֣ים
\n", "
subs woman st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "117731\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "117732\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "117733\n", "
טַּ֔ף
\n", "
subs <those unable to march> st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "117734\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "117735\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "117736\n", "
גֵּ֖ר
\n", "
subs sojourner st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "for i in range(0, 50):\n", " \n", " res = random_results[i]\n", " show = {}\n", " \n", " for word in L.d(res[0], 'word'):\n", " if word in obj2prep:\n", " \n", " show[word] = 'pink'\n", " show[obj2prep[word]] = 'lightblue'\n", "\n", " result = (res[0],) + tuple(show.keys())\n", " \n", " A.prettyTuple(result, condenseType='phrase_atom', withNodes=True, seqNumber=i, highlights=show)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# `nheads`\n", "\n", "In many cases one does not want to go through prepositions to reach the nominal head elements (i.e. independent substantive, adjective, etc.) in a phrase. For this we can export an additional feature, called `nheads` (\"nominal heads\"), which simply ignores any prepositions and selects the nominal elements from the phrase and phrase atoms. This feature is built up using the `phrase2heads` and `prep2obj` features already calculated above. \n", "\n", "### Note on `AdjP`\n", "This feature does not select nominals that are embedded within an adjective phrase (`AdjP`), but those can be selected with the following pattern:" ] }, { "cell_type": "code", "execution_count": 82, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " 1.08s 201 results\n" ] }, { "data": { "text/markdown": [ "\n", "\n", "**phrase_atom** *1*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Genesis 22:12\n", "
\n", "\n", "
\n", " phrase 657686 PreC AdjP\n", "
\n", "
\n", "\n", "
\n", "10502\n", "
יְרֵ֤א
\n", "
adjv afraid st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "10503\n", "
אֱלֹהִים֙
\n", "
subs god(s) st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase_atom** *2*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Genesis 24:16\n", "
\n", "\n", "
\n", " phrase 658227 PreC AdjP\n", "
\n", "
\n", "\n", "
\n", "11445\n", "
טֹבַ֤ת
\n", "
adjv good st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "11446\n", "
מַרְאֶה֙
\n", "
subs sight st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "11447\n", "
מְאֹ֔ד
\n", "
advb might st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase_atom** *3*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Genesis 26:7\n", "
\n", "\n", "
\n", " phrase 659299 PreC AdjP\n", "
\n", "
\n", "\n", "
\n", "13120\n", "
טֹובַ֥ת
\n", "
adjv good st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "13121\n", "
מַרְאֶ֖ה
\n", "
subs sight st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase_atom** *4*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Genesis 29:17\n", "
\n", "\n", "
\n", " phrase 660805 PreC AdjP\n", "
\n", "
\n", "\n", "
\n", "15276\n", "
יְפַת־
\n", "
adjv beautiful st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "15277\n", "
תֹּ֖אַר
\n", "
subs form st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "15278\n", "
וִ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "15279\n", "
יפַ֥ת
\n", "
adjv beautiful st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "15280\n", "
מַרְאֶֽה׃
\n", "
subs sight st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**phrase_atom** *5*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Genesis 29:17\n", "
\n", "\n", "
\n", " phrase 660805 PreC AdjP\n", "
\n", "
\n", "\n", "
\n", "15276\n", "
יְפַת־
\n", "
adjv beautiful st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "15277\n", "
תֹּ֖אַר
\n", "
subs form st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "15278\n", "
וִ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "15279\n", "
יפַ֥ת
\n", "
adjv beautiful st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "15280\n", "
מַרְאֶֽה׃
\n", "
subs sight st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "adj_nhead = '''\n", "\n", "phrase_atom typ=AdjP\n", " w1:word \n", " /with/\n", " word pdp=adjv\n", " 1\n", " ]\n", "\n", "random.shuffle(examples)" ] }, { "cell_type": "code", "execution_count": 86, "metadata": {}, "outputs": [ { "data": { "text/markdown": [ "\n", "\n", "**Result** *698662*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Numbers 19:16\n", "
\n", "698662\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 698662 Cmpl PP\n", "
\n", "
\n", "\n", "
\n", "82350\n", "
בַּֽ
\n", "
prep in
\n", "\n", "\n", "
\n", "\n", "
\n", "82351\n", "
חֲלַל־
\n", "
adjv pierced st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "82352\n", "
חֶ֨רֶב֙
\n", "
subs dagger st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "82353\n", "
אֹ֣ו
\n", "
conj or
\n", "\n", "\n", "
\n", "\n", "
\n", "82354\n", "
בְ
\n", "
prep in
\n", "\n", "\n", "
\n", "\n", "
\n", "82355\n", "
מֵ֔ת
\n", "
subs die qal ptca st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "82356\n", "
אֹֽו־
\n", "
conj or
\n", "\n", "\n", "
\n", "\n", "
\n", "82357\n", "
בְ
\n", "
prep in
\n", "\n", "\n", "
\n", "\n", "
\n", "82358\n", "
עֶ֥צֶם
\n", "
subs bone st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "82359\n", "
אָדָ֖ם
\n", "
subs human, mankind st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "82360\n", "
אֹ֣ו
\n", "
conj or
\n", "\n", "\n", "
\n", "\n", "
\n", "82361\n", "
בְ
\n", "
prep in
\n", "\n", "\n", "
\n", "\n", "
\n", "82362\n", "
קָ֑בֶר
\n", "
subs grave st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *655979*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Genesis 18:8\n", "
\n", "655979\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 655979 Objc NP\n", "
\n", "
\n", "\n", "
\n", "7934\n", "
חֶמְאָ֜ה
\n", "
subs butter st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "7935\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "7936\n", "
חָלָ֗ב
\n", "
subs milk st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "7937\n", "
וּ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "7938\n", "
בֶן־
\n", "
subs son st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "7939\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "7940\n", "
בָּקָר֙
\n", "
subs cattle st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *864878*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Proverbs 19:14\n", "
\n", "864878\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 864878 Subj NP\n", "
\n", "
\n", "\n", "
\n", "351974\n", "
בַּ֣יִת
\n", "
subs house st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "351975\n", "
וָ֭
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "351976\n", "
הֹון
\n", "
subs abundance st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *721872*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Joshua 22:11\n", "
\n", "721872\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 721872 Subj NP\n", "
\n", "
\n", "\n", "
\n", "125528\n", "
בְנֵֽי־
\n", "
subs son st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "125529\n", "
רְאוּבֵ֣ן
\n", "
nmpr Reuben st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "125530\n", "
וּ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "125531\n", "
בְנֵי־
\n", "
subs son st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "125532\n", "
גָ֡ד
\n", "
nmpr Gad st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "125533\n", "
וַ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "125534\n", "
חֲצִי֩
\n", "
subs half st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "125535\n", "
שֵׁ֨בֶט
\n", "
subs rod st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "125536\n", "
הַֽ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "125537\n", "
מְנַשֶּׁ֜ה
\n", "
nmpr Manasseh st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *883894*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Nehemiah 2:4\n", "
\n", "883894\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 883894 Adju PP\n", "
\n", "
\n", "\n", "
\n", "383796\n", "
עַל־
\n", "
prep upon
\n", "\n", "\n", "
\n", "\n", "
\n", "383797\n", "
מַה־
\n", "
prin what
\n", "\n", "\n", "
\n", "\n", "
\n", "383798\n", "
זֶּ֖ה
\n", "
prde this
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *701876*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Numbers 29:13\n", "
\n", "701876\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 701876 Objc NP\n", "
\n", "
\n", "\n", "
\n", "88096\n", "
פָּרִ֧ים
\n", "
subs young bull st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "88097\n", "
בְּנֵי־
\n", "
subs son st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "88098\n", "
בָקָ֛ר
\n", "
subs cattle st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "88099\n", "
שְׁלֹשָׁ֥ה
\n", "
subs three st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "88100\n", "
עָשָׂ֖ר
\n", "
subs -teen st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "88101\n", "
אֵילִ֣ם
\n", "
subs ram, despot st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "88102\n", "
שְׁנָ֑יִם
\n", "
subs two st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "88103\n", "
כְּבָשִׂ֧ים
\n", "
subs young ram st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "88104\n", "
בְּנֵֽי־
\n", "
subs son st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "88105\n", "
שָׁנָ֛ה
\n", "
subs year st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "88106\n", "
אַרְבָּעָ֥ה
\n", "
subs four st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "88107\n", "
עָשָׂ֖ר
\n", "
subs -teen st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *875726*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Esther 8:9\n", "
\n", "875726\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 875726 Adju PP\n", "
\n", "
\n", "\n", "
\n", "368941\n", "
כִּ
\n", "
prep as
\n", "\n", "\n", "
\n", "\n", "
\n", "368942\n", "
כְתָבָ֖ם
\n", "
subs writing st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "368943\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "368944\n", "
כִ
\n", "
prep as
\n", "\n", "\n", "
\n", "\n", "
\n", "368945\n", "
לְשֹׁונָֽם׃
\n", "
subs tongue st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *693094*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Numbers 3:48\n", "
\n", "693094\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 693094 Cmpl PP\n", "
\n", "
\n", "\n", "
\n", "71706\n", "
לְ
\n", "
prep to
\n", "\n", "\n", "
\n", "\n", "
\n", "71707\n", "
אַהֲרֹ֖ן
\n", "
nmpr Aaron st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "71708\n", "
וּ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "71709\n", "
לְ
\n", "
prep to
\n", "\n", "\n", "
\n", "\n", "
\n", "71710\n", "
בָנָ֑יו
\n", "
subs son st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *812114*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Ezekiel 18:19\n", "
\n", "812114\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 812114 Objc NP\n", "
\n", "
\n", "\n", "
\n", "273036\n", "
מִשְׁפָּ֧ט
\n", "
subs justice st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "273037\n", "
וּ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "273038\n", "
צְדָקָ֣ה
\n", "
subs justice st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *901662*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "2_Chronicles 27:7\n", "
\n", "901662\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 901662 Frnt NP\n", "
\n", "
\n", "\n", "
\n", "420279\n", "
יֶתֶר֙
\n", "
subs remainder st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "420280\n", "
דִּבְרֵ֣י
\n", "
subs word st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "420281\n", "
יֹותָ֔ם
\n", "
nmpr Jotham st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "420282\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "420283\n", "
כָל־
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "420284\n", "
מִלְחֲמֹתָ֖יו
\n", "
subs war st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "420285\n", "
וּ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "420286\n", "
דְרָכָ֑יו
\n", "
subs way st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *707604*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Deuteronomy 9:22\n", "
\n", "707604\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 707604 Loca PP\n", "
\n", "
\n", "\n", "
\n", "98946\n", "
בְ
\n", "
prep in
\n", "\n", "\n", "
\n", "\n", "
\n", "98947\n", "
תַבְעֵרָה֙
\n", "
nmpr Taberah st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "98948\n", "
וּ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "98949\n", "
בְ
\n", "
prep in
\n", "\n", "\n", "
\n", "\n", "
\n", "98950\n", "
מַסָּ֔ה
\n", "
nmpr Massah st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "98951\n", "
וּ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "98952\n", "
בְ
\n", "
prep in
\n", "\n", "\n", "
\n", "\n", "
\n", "98953\n", "
קִבְרֹ֖ת הַֽתַּאֲוָ֑ה
\n", "
nmpr Kibroth Hattaavah st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *672141*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Exodus 8:27\n", "
\n", "672141\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 672141 Cmpl PP\n", "
\n", "
\n", "\n", "
\n", "32994\n", "
מִ
\n", "
prep from
\n", "\n", "\n", "
\n", "\n", "
\n", "32995\n", "
פַּרְעֹ֖ה
\n", "
subs pharaoh st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "32996\n", "
מֵ
\n", "
prep from
\n", "\n", "\n", "
\n", "\n", "
\n", "32997\n", "
עֲבָדָ֣יו
\n", "
subs servant st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "32998\n", "
וּ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "32999\n", "
מֵ
\n", "
prep from
\n", "\n", "\n", "
\n", "\n", "
\n", "33000\n", "
עַמֹּ֑ו
\n", "
subs people st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *840537*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Psalms 45:4\n", "
\n", "840537\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 840537 Objc NP\n", "
\n", "
\n", "\n", "
\n", "317918\n", "
הֹ֝ודְךָ֗
\n", "
subs splendour st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "317919\n", "
וַ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "317920\n", "
הֲדָרֶֽךָ׃
\n", "
subs ornament st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *698440*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Numbers 18:30\n", "
\n", "698440\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 698440 Adju PP\n", "
\n", "
\n", "\n", "
\n", "81961\n", "
כִּ
\n", "
prep as
\n", "\n", "\n", "
\n", "\n", "
\n", "81962\n", "
תְבוּאַ֥ת
\n", "
subs yield st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "81963\n", "
גֹּ֖רֶן
\n", "
subs threshing-floor st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "81964\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "81965\n", "
כִ
\n", "
prep as
\n", "\n", "\n", "
\n", "\n", "
\n", "81966\n", "
תְבוּאַ֥ת
\n", "
subs yield st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "81967\n", "
יָֽקֶב׃
\n", "
subs pit st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *701931*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Numbers 29:26\n", "
\n", "701931\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 701931 Objc NP\n", "
\n", "
\n", "\n", "
\n", "88322\n", "
פָּרִ֥ים
\n", "
subs young bull st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "88323\n", "
תִּשְׁעָ֖ה
\n", "
subs nine st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "88324\n", "
אֵילִ֣ם
\n", "
subs ram, despot st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "88325\n", "
שְׁנָ֑יִם
\n", "
subs two st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "88326\n", "
כְּבָשִׂ֧ים
\n", "
subs young ram st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "88327\n", "
בְּנֵֽי־
\n", "
subs son st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "88328\n", "
שָׁנָ֛ה
\n", "
subs year st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "88329\n", "
אַרְבָּעָ֥ה
\n", "
subs four st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "88330\n", "
עָשָׂ֖ר
\n", "
subs -teen st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "88331\n", "
תְּמִימִֽם׃
\n", "
adjv complete st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *898142*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "2_Chronicles 14:12\n", "
\n", "898142\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 898142 Subj PrNP\n", "
\n", "
\n", "\n", "
\n", "413746\n", "
אָסָ֜א
\n", "
nmpr Asa st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "413747\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "413748\n", "
הָ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "413749\n", "
עָ֣ם
\n", "
subs people st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *820857*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Ezekiel 43:15\n", "
\n", "820857\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 820857 Adju PP\n", "
\n", "
\n", "\n", "
\n", "287472\n", "
מֵ
\n", "
prep from
\n", "\n", "\n", "
\n", "\n", "
\n", "287473\n", "
הָ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "287474\n", "
אֲרִיאֵ֣ל
\n", "
subs fire-place st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "287475\n", "
וּ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "287476\n", "
לְ
\n", "
prep to
\n", "\n", "\n", "
\n", "\n", "
\n", "287477\n", "
מַ֔עְלָה
\n", "
subs top st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *831558*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Haggai 1:14\n", "
\n", "831558\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 831558 Objc PP\n", "
\n", "
\n", "\n", "
\n", "304409\n", "
אֶת־
\n", "
prep <object marker>
\n", "\n", "\n", "
\n", "\n", "
\n", "304410\n", "
רוּחַ֩
\n", "
subs wind st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "304411\n", "
זְרֻבָּבֶ֨ל
\n", "
nmpr Zerubbabel st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 831558 Objc PP|NP\n", "
\n", "
\n", "\n", "
\n", "304412\n", "
בֶּן־
\n", "
subs son st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "304413\n", "
שַׁלְתִּיאֵ֜ל
\n", "
nmpr Shealtiel st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 831558 Objc PP|NP\n", "
\n", "
\n", "\n", "
\n", "304414\n", "
פַּחַ֣ת
\n", "
subs governor st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "304415\n", "
יְהוּדָ֗ה
\n", "
nmpr Judah st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 831558 Objc PP|CP\n", "
\n", "
\n", "\n", "
\n", "304416\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 831558 Objc PP\n", "
\n", "
\n", "\n", "
\n", "304417\n", "
אֶת־
\n", "
prep <object marker>
\n", "\n", "\n", "
\n", "\n", "
\n", "304418\n", "
ר֨וּחַ֙
\n", "
subs wind st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "304419\n", "
יְהֹושֻׁ֤עַ
\n", "
nmpr Joshua st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 831558 Objc PP|NP\n", "
\n", "
\n", "\n", "
\n", "304420\n", "
בֶּן־
\n", "
subs son st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "304421\n", "
יְהֹוצָדָק֙
\n", "
nmpr Jehozadak st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 831558 Objc PP|NP\n", "
\n", "
\n", "\n", "
\n", "304422\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "304423\n", "
כֹּהֵ֣ן
\n", "
subs priest st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "304424\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "304425\n", "
גָּדֹ֔ול
\n", "
adjv great st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 831558 Objc PP|CP\n", "
\n", "
\n", "\n", "
\n", "304426\n", "
וְֽ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 831558 Objc PP\n", "
\n", "
\n", "\n", "
\n", "304427\n", "
אֶת־
\n", "
prep <object marker>
\n", "\n", "\n", "
\n", "\n", "
\n", "304428\n", "
ר֔וּחַ
\n", "
subs wind st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "304429\n", "
כֹּ֖ל
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "304430\n", "
שְׁאֵרִ֣ית
\n", "
subs rest st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "304431\n", "
הָ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "304432\n", "
עָ֑ם
\n", "
subs people st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *724693*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Judges 6:2\n", "
\n", "724693\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 724693 Objc PP\n", "
\n", "
\n", "\n", "
\n", "130449\n", "
אֶת־
\n", "
prep <object marker>
\n", "\n", "\n", "
\n", "\n", "
\n", "130450\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "130451\n", "
מִּנְהָרֹות֙
\n", "
subs store st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 724693 Objc PP|CP\n", "
\n", "
\n", "\n", "
\n", "130456\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 724693 Objc PP\n", "
\n", "
\n", "\n", "
\n", "130457\n", "
אֶת־
\n", "
prep <object marker>
\n", "\n", "\n", "
\n", "\n", "
\n", "130458\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "130459\n", "
מְּעָרֹ֖ות
\n", "
subs cave st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "130460\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "130461\n", "
אֶת־
\n", "
prep <object marker>
\n", "\n", "\n", "
\n", "\n", "
\n", "130462\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "130463\n", "
מְּצָדֹֽות׃
\n", "
subs unapproachable st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *736026*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "1_Samuel 14:6\n", "
\n", "736026\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 736026 Cmpl PP\n", "
\n", "
\n", "\n", "
\n", "148468\n", "
בְּ
\n", "
prep in
\n", "\n", "\n", "
\n", "\n", "
\n", "148469\n", "
רַ֖ב
\n", "
subs much st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "148470\n", "
אֹ֥ו
\n", "
conj or
\n", "\n", "\n", "
\n", "\n", "
\n", "148471\n", "
בִ
\n", "
prep in
\n", "\n", "\n", "
\n", "\n", "
\n", "148472\n", "
מְעָֽט׃
\n", "
subs little st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *669497*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Genesis 50:24\n", "
\n", "669497\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 669497 Cmpl PP\n", "
\n", "
\n", "\n", "
\n", "28721\n", "
לְ
\n", "
prep to
\n", "\n", "\n", "
\n", "\n", "
\n", "28722\n", "
אַבְרָהָ֥ם
\n", "
nmpr Abraham st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "28723\n", "
לְ
\n", "
prep to
\n", "\n", "\n", "
\n", "\n", "
\n", "28724\n", "
יִצְחָ֖ק
\n", "
nmpr Isaac st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "28725\n", "
וּֽ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "28726\n", "
לְ
\n", "
prep to
\n", "\n", "\n", "
\n", "\n", "
\n", "28727\n", "
יַעֲקֹֽב׃
\n", "
nmpr Jacob st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *678985*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Exodus 29:17\n", "
\n", "678985\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 678985 Cmpl PP\n", "
\n", "
\n", "\n", "
\n", "44870\n", "
עַל־
\n", "
prep upon
\n", "\n", "\n", "
\n", "\n", "
\n", "44871\n", "
נְתָחָ֖יו
\n", "
subs piece st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "44872\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "44873\n", "
עַל־
\n", "
prep upon
\n", "\n", "\n", "
\n", "\n", "
\n", "44874\n", "
רֹאשֹֽׁו׃
\n", "
subs head st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *825493*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Joel 4:15\n", "
\n", "825493\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 825493 Subj NP\n", "
\n", "
\n", "\n", "
\n", "295254\n", "
שֶׁ֥מֶשׁ
\n", "
subs sun st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "295255\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "295256\n", "
יָרֵ֖חַ
\n", "
subs moon st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *672371*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Exodus 9:19\n", "
\n", "672371\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 672371 Objc PP\n", "
\n", "
\n", "\n", "
\n", "33408\n", "
אֶֽת־
\n", "
prep <object marker>
\n", "\n", "\n", "
\n", "\n", "
\n", "33409\n", "
מִקְנְךָ֔
\n", "
subs purchase st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "33410\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "33411\n", "
אֵ֛ת
\n", "
prep <object marker>
\n", "\n", "\n", "
\n", "\n", "
\n", "33412\n", "
כָּל־
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *752677*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "2_Samuel 23:1\n", "
\n", "752677\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 752677 PreC NP\n", "
\n", "
\n", "\n", "
\n", "174810\n", "
נְאֻ֧ם
\n", "
subs speech st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "174811\n", "
דָּוִ֣ד
\n", "
nmpr David st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 752677 PreC NP\n", "
\n", "
\n", "\n", "
\n", "174812\n", "
בֶּן־
\n", "
subs son st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "174813\n", "
יִשַׁ֗י
\n", "
nmpr Jesse st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 752677 PreC NP|CP\n", "
\n", "
\n", "\n", "
\n", "174814\n", "
וּ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 752677 PreC NP\n", "
\n", "
\n", "\n", "
\n", "174815\n", "
נְאֻ֤ם
\n", "
subs speech st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "174816\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "174817\n", "
גֶּ֨בֶר֙
\n", "
subs vigorous man st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 752677 PreC NP\n", "
\n", "
\n", "\n", "
\n", "174820\n", "
מְשִׁ֨יחַ֙
\n", "
subs anointed st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "174821\n", "
אֱלֹהֵ֣י
\n", "
subs god(s) st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "174822\n", "
יַֽעֲקֹ֔ב
\n", "
nmpr Jacob st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "174823\n", "
וּ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "174824\n", "
נְעִ֖ים
\n", "
subs pleasant st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "174825\n", "
זְמִרֹ֥ות
\n", "
subs song st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "174826\n", "
יִשְׂרָאֵֽל׃
\n", "
nmpr Israel st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *846461*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Psalms 91:2\n", "
\n", "846461\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 846461 Voct NP\n", "
\n", "
\n", "\n", "
\n", "326421\n", "
מַחְסִ֣י
\n", "
subs refuge st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "326422\n", "
וּ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "326423\n", "
מְצוּדָתִ֑י
\n", "
subs fortification st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 846461 Voct NP\n", "
\n", "
\n", "\n", "
\n", "326424\n", "
אֱ֝לֹהַ֗י
\n", "
subs god(s) st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *667957*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Genesis 46:12\n", "
\n", "667957\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 667957 PreC PrNP\n", "
\n", "
\n", "\n", "
\n", "26195\n", "
חֶצְרֹ֥ון
\n", "
nmpr Hezron st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "26196\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "26197\n", "
חָמֽוּל׃
\n", "
nmpr Hamul st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *888109*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "1_Chronicles 3:17\n", "
\n", "888109\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 888109 PreC PrNP\n", "
\n", "
\n", "\n", "
\n", "392716\n", "
אַסִּ֔ר
\n", "
nmpr Assir st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "392717\n", "
שְׁאַלְתִּיאֵ֖ל
\n", "
nmpr Shealtiel st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 888109 PreC PrNP|NP\n", "
\n", "
\n", "\n", "
\n", "392718\n", "
בְּנֹֽו׃
\n", "
subs son st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *744242*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "2_Samuel 2:9\n", "
\n", "744242\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 744242 Cmpl PP\n", "
\n", "
\n", "\n", "
\n", "161141\n", "
אֶל־
\n", "
prep to
\n", "\n", "\n", "
\n", "\n", "
\n", "161142\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "161143\n", "
גִּלְעָ֔ד
\n", "
nmpr Gilead st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "161144\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "161145\n", "
אֶל־
\n", "
prep to
\n", "\n", "\n", "
\n", "\n", "
\n", "161146\n", "
הָ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "161147\n", "
אֲשׁוּרִ֖י
\n", "
subs Ashurite st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "161148\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "161149\n", "
אֶֽל־
\n", "
prep to
\n", "\n", "\n", "
\n", "\n", "
\n", "161150\n", "
יִזְרְעֶ֑אל
\n", "
nmpr <town> st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 744242 Cmpl PP|CP\n", "
\n", "
\n", "\n", "
\n", "161151\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 744242 Cmpl PP\n", "
\n", "
\n", "\n", "
\n", "161152\n", "
עַל־
\n", "
prep upon
\n", "\n", "\n", "
\n", "\n", "
\n", "161153\n", "
אֶפְרַ֨יִם֙
\n", "
nmpr Ephraim st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "161154\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "161155\n", "
עַל־
\n", "
prep upon
\n", "\n", "\n", "
\n", "\n", "
\n", "161156\n", "
בִּנְיָמִ֔ן
\n", "
nmpr Benjamin st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "161157\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "161158\n", "
עַל־
\n", "
prep upon
\n", "\n", "\n", "
\n", "\n", "
\n", "161159\n", "
יִשְׂרָאֵ֖ל
\n", "
nmpr Israel st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "161160\n", "
כֻּלֹּֽה׃ פ
\n", "
subs whole st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *839989*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Psalms 40:11\n", "
\n", "839989\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 839989 Objc NP\n", "
\n", "
\n", "\n", "
\n", "317129\n", "
חַסְדְּךָ֥
\n", "
subs loyalty st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "317130\n", "
וַ֝
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "317131\n", "
אֲמִתְּךָ֗
\n", "
subs trustworthiness st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *668154*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Genesis 47:1\n", "
\n", "668154\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 668154 Subj NP\n", "
\n", "
\n", "\n", "
\n", "26565\n", "
אָבִ֨י
\n", "
subs father st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "26566\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "26567\n", "
אַחַ֜י
\n", "
subs brother st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "26568\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "26569\n", "
צֹאנָ֤ם
\n", "
subs cattle st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "26570\n", "
וּ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "26571\n", "
בְקָרָם֙
\n", "
subs cattle st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "26572\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "26573\n", "
כָל־
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *874390*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Esther 2:17\n", "
\n", "874390\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 874390 Objc NP\n", "
\n", "
\n", "\n", "
\n", "366497\n", "
חֵ֥ן
\n", "
subs grace st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "366498\n", "
וָ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "366499\n", "
חֶ֛סֶד
\n", "
subs loyalty st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *752311*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "2_Samuel 21:22\n", "
\n", "752311\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 752311 Cmpl PP\n", "
\n", "
\n", "\n", "
\n", "174284\n", "
בְ
\n", "
prep in
\n", "\n", "\n", "
\n", "\n", "
\n", "174285\n", "
יַד־
\n", "
subs hand st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "174286\n", "
דָּוִ֖ד
\n", "
nmpr David st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "174287\n", "
וּ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "174288\n", "
בְ
\n", "
prep in
\n", "\n", "\n", "
\n", "\n", "
\n", "174289\n", "
יַ֥ד
\n", "
subs hand st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "174290\n", "
עֲבָדָֽיו׃ פ
\n", "
subs servant st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *778136*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Isaiah 20:3\n", "
\n", "778136\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 778136 Modi AdvP\n", "
\n", "
\n", "\n", "
\n", "218653\n", "
עָרֹ֣ום
\n", "
advb naked st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "218654\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "218655\n", "
יָחֵ֑ף
\n", "
advb barefoot st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *661532*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Genesis 30:40\n", "
\n", "661532\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 661532 Cmpl PP\n", "
\n", "
\n", "\n", "
\n", "16296\n", "
אֶל־
\n", "
prep to
\n", "\n", "\n", "
\n", "\n", "
\n", "16297\n", "
עָקֹ֛ד
\n", "
subs twisted st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "16298\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "16299\n", "
כָל־
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "16300\n", "
ח֖וּם
\n", "
subs ruttish st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 661532 Cmpl PP\n", "
\n", "
\n", "\n", "
\n", "16301\n", "
בְּ
\n", "
prep in
\n", "\n", "\n", "
\n", "\n", "
\n", "16302\n", "
צֹ֣אן
\n", "
subs cattle st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "16303\n", "
לָבָ֑ן
\n", "
nmpr Laban st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *749610*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "2_Samuel 16:2\n", "
\n", "749610\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 749610 Subj NP\n", "
\n", "
\n", "\n", "
\n", "169795\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "169796\n", "
לֶּ֤חֶם
\n", "
subs bread st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "169797\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "169798\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "169799\n", "
קַּ֨יִץ֙
\n", "
subs summer st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *750362*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "2_Samuel 18:1\n", "
\n", "750362\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 750362 Objc NP\n", "
\n", "
\n", "\n", "
\n", "171060\n", "
שָׂרֵ֥י
\n", "
subs chief st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "171061\n", "
אֲלָפִ֖ים
\n", "
subs thousand st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "171062\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "171063\n", "
שָׂרֵ֥י
\n", "
subs chief st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "171064\n", "
מֵאֹֽות׃
\n", "
subs hundred st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *755237*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "1_Kings 4:4\n", "
\n", "755237\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 755237 Subj PrNP\n", "
\n", "
\n", "\n", "
\n", "179116\n", "
צָדֹ֥וק
\n", "
nmpr Zadok st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "179117\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "179118\n", "
אֶבְיָתָ֖ר
\n", "
nmpr Abiathar st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *831683*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Haggai 2:12\n", "
\n", "831683\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 831683 Cmpl PP\n", "
\n", "
\n", "\n", "
\n", "304712\n", "
אֶל־
\n", "
prep to
\n", "\n", "\n", "
\n", "\n", "
\n", "304713\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "304714\n", "
לֶּ֨חֶם
\n", "
subs bread st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "304715\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "304716\n", "
אֶל־
\n", "
prep to
\n", "\n", "\n", "
\n", "\n", "
\n", "304717\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "304718\n", "
נָּזִ֜יד
\n", "
subs boiled food st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "304719\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "304720\n", "
אֶל־
\n", "
prep to
\n", "\n", "\n", "
\n", "\n", "
\n", "304721\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "304722\n", "
יַּ֧יִן
\n", "
subs wine st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "304723\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "304724\n", "
אֶל־
\n", "
prep to
\n", "\n", "\n", "
\n", "\n", "
\n", "304725\n", "
שֶׁ֛מֶן
\n", "
subs oil st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "304726\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "304727\n", "
אֶל־
\n", "
prep to
\n", "\n", "\n", "
\n", "\n", "
\n", "304728\n", "
כָּל־
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "304729\n", "
מַאֲכָ֖ל
\n", "
subs food st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *789309*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Isaiah 66:23\n", "
\n", "789309\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 789309 Time PP\n", "
\n", "
\n", "\n", "
\n", "234956\n", "
מִֽ
\n", "
prep from
\n", "\n", "\n", "
\n", "\n", "
\n", "234957\n", "
דֵּי־
\n", "
subs sufficiency st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "234958\n", "
חֹ֨דֶשׁ֙
\n", "
subs month st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 789309 Time PP\n", "
\n", "
\n", "\n", "
\n", "234959\n", "
בְּ
\n", "
prep in
\n", "\n", "\n", "
\n", "\n", "
\n", "234960\n", "
חָדְשֹׁ֔ו
\n", "
subs month st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 789309 Time PP|CP\n", "
\n", "
\n", "\n", "
\n", "234961\n", "
וּ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 789309 Time PP\n", "
\n", "
\n", "\n", "
\n", "234962\n", "
מִ
\n", "
prep from
\n", "\n", "\n", "
\n", "\n", "
\n", "234963\n", "
דֵּ֥י
\n", "
subs sufficiency st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "234964\n", "
שַׁבָּ֖ת
\n", "
subs sabbath st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 789309 Time PP\n", "
\n", "
\n", "\n", "
\n", "234965\n", "
בְּ
\n", "
prep in
\n", "\n", "\n", "
\n", "\n", "
\n", "234966\n", "
שַׁבַּתֹּ֑ו
\n", "
subs sabbath st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *658414*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Genesis 24:31\n", "
\n", "658414\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 658414 Objc NP\n", "
\n", "
\n", "\n", "
\n", "11725\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "11726\n", "
בַּ֔יִת
\n", "
subs house st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "11727\n", "
וּ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "11728\n", "
מָקֹ֖ום
\n", "
subs place st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 658414 Objc NP|PP\n", "
\n", "
\n", "\n", "
\n", "11729\n", "
לַ
\n", "
prep to
\n", "\n", "\n", "
\n", "\n", "
\n", "11730\n", "
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "11731\n", "
גְּמַלִּֽים׃
\n", "
subs camel st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *889163*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "1_Chronicles 7:35\n", "
\n", "889163\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 889163 PreC PrNP\n", "
\n", "
\n", "\n", "
\n", "395492\n", "
צֹופַ֥ח
\n", "
nmpr Zophah st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "395493\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "395494\n", "
יִמְנָ֖ע
\n", "
nmpr Imna st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "395495\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "395496\n", "
שֵׁ֥לֶשׁ
\n", "
nmpr Shelesh st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "395497\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "395498\n", "
עָמָֽל׃
\n", "
nmpr Amal st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *884376*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Nehemiah 3:25\n", "
\n", "884376\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 884376 Adju PP\n", "
\n", "
\n", "\n", "
\n", "384729\n", "
מִ
\n", "
prep from
\n", "\n", "\n", "
\n", "\n", "
\n", "384730\n", "
נֶּ֣גֶד
\n", "
subs counterpart st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "384731\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "384732\n", "
מִּקְצֹועַ֒
\n", "
subs corner post st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "384733\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "384734\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "384735\n", "
מִּגְדָּ֗ל
\n", "
subs tower st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 884376 Adju PP|NP\n", "
\n", "
\n", "\n", "
\n", "384742\n", "
הָֽ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "384743\n", "
עֶלְיֹ֔ון
\n", "
subs upper st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *875893*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Esther 9:8\n", "
\n", "875893\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 875893 Objc PP\n", "
\n", "
\n", "\n", "
\n", "369342\n", "
אֵ֧ת׀
\n", "
prep <object marker>
\n", "\n", "\n", "
\n", "\n", "
\n", "369343\n", "
פֹּורָ֛תָא
\n", "
nmpr Poratha st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "369344\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "369345\n", "
אֵ֥ת׀
\n", "
prep <object marker>
\n", "\n", "\n", "
\n", "\n", "
\n", "369346\n", "
אֲדַלְיָ֖א
\n", "
nmpr Adalia st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "369347\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "369348\n", "
אֵ֥ת׀
\n", "
prep <object marker>
\n", "\n", "\n", "
\n", "\n", "
\n", "369349\n", "
אֲרִידָֽתָא׃
\n", "
nmpr Aridatha st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *770582*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "2_Kings 16:15\n", "
\n", "770582\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 770582 Objc PP\n", "
\n", "
\n", "\n", "
\n", "205418\n", "
אֶת־
\n", "
prep <object marker>
\n", "\n", "\n", "
\n", "\n", "
\n", "205419\n", "
עֹֽלַת־
\n", "
subs burnt-offering st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "205420\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "205421\n", "
בֹּקֶר֩
\n", "
subs morning st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "205422\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "205423\n", "
אֶת־
\n", "
prep <object marker>
\n", "\n", "\n", "
\n", "\n", "
\n", "205424\n", "
מִנְחַ֨ת
\n", "
subs present st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "205425\n", "
הָ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "205426\n", "
עֶ֜רֶב
\n", "
subs evening st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "205427\n", "
וְֽ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "205428\n", "
אֶת־
\n", "
prep <object marker>
\n", "\n", "\n", "
\n", "\n", "
\n", "205429\n", "
עֹלַ֧ת
\n", "
subs burnt-offering st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "205430\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "205431\n", "
מֶּ֣לֶךְ
\n", "
subs king st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "205432\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "205433\n", "
אֶת־
\n", "
prep <object marker>
\n", "\n", "\n", "
\n", "\n", "
\n", "205434\n", "
מִנְחָתֹ֗ו
\n", "
subs present st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 770582 Objc PP|CP\n", "
\n", "
\n", "\n", "
\n", "205435\n", "
וְ֠
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 770582 Objc PP\n", "
\n", "
\n", "\n", "
\n", "205436\n", "
אֵת
\n", "
prep <object marker>
\n", "\n", "\n", "
\n", "\n", "
\n", "205437\n", "
עֹלַ֞ת
\n", "
subs burnt-offering st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "205438\n", "
כָּל־
\n", "
subs whole st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "205439\n", "
עַ֤ם
\n", "
subs people st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "205440\n", "
הָ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "205441\n", "
אָ֨רֶץ֙
\n", "
subs earth st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 770582 Objc PP|CP\n", "
\n", "
\n", "\n", "
\n", "205442\n", "
וּ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 770582 Objc PP|NP\n", "
\n", "
\n", "\n", "
\n", "205443\n", "
מִנְחָתָ֣ם
\n", "
subs present st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "205444\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "205445\n", "
נִסְכֵּיהֶ֔ם
\n", "
subs libation st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *664884*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Genesis 39:5\n", "
\n", "664884\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 664884 Cmpl PP\n", "
\n", "
\n", "\n", "
\n", "21521\n", "
בַּ
\n", "
prep in
\n", "\n", "\n", "
\n", "\n", "
\n", "21522\n", "
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "21523\n", "
בַּ֖יִת
\n", "
subs house st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "21524\n", "
וּ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "21525\n", "
בַ
\n", "
prep in
\n", "\n", "\n", "
\n", "\n", "
\n", "21526\n", "
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "21527\n", "
שָּׂדֶֽה׃
\n", "
subs open field st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *848629*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Psalms 107:21\n", "
\n", "848629\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 848629 Objc NP\n", "
\n", "
\n", "\n", "
\n", "329644\n", "
חַסְדֹּ֑ו
\n", "
subs loyalty st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "329645\n", "
וְ֝
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "329646\n", "
נִפְלְאֹותָ֗יו
\n", "
subs be miraculous nif ptca st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 848629 Objc NP|PP\n", "
\n", "
\n", "\n", "
\n", "329647\n", "
לִ
\n", "
prep to
\n", "\n", "\n", "
\n", "\n", "
\n", "329648\n", "
בְנֵ֥י
\n", "
subs son st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "329649\n", "
אָדָֽם׃ ׆
\n", "
subs human, mankind st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *819569*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Ezekiel 39:21\n", "
\n", "819569\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 819569 Objc PP\n", "
\n", "
\n", "\n", "
\n", "284777\n", "
אֶת־
\n", "
prep <object marker>
\n", "\n", "\n", "
\n", "\n", "
\n", "284778\n", "
מִשְׁפָּטִי֙
\n", "
subs justice st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 819569 Objc PP|CP\n", "
\n", "
\n", "\n", "
\n", "284781\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 819569 Objc PP\n", "
\n", "
\n", "\n", "
\n", "284782\n", "
אֶת־
\n", "
prep <object marker>
\n", "\n", "\n", "
\n", "\n", "
\n", "284783\n", "
יָדִ֖י
\n", "
subs hand st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *799529*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Jeremiah 32:11\n", "
\n", "799529\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 799529 Objc PP\n", "
\n", "
\n", "\n", "
\n", "251702\n", "
אֶת־
\n", "
prep <object marker>
\n", "\n", "\n", "
\n", "\n", "
\n", "251703\n", "
סֵ֣פֶר
\n", "
subs letter st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "251704\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "251705\n", "
מִּקְנָ֑ה
\n", "
subs purchase st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "251706\n", "
אֶת־
\n", "
prep <object marker>
\n", "\n", "\n", "
\n", "\n", "
\n", "251707\n", "
הֶֽ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "251708\n", "
חָת֛וּם
\n", "
subs seal qal ptcp st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 799529 Objc PP|NP\n", "
\n", "
\n", "\n", "
\n", "251709\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "251710\n", "
מִּצְוָ֥ה
\n", "
subs commandment st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "251711\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "251712\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "251713\n", "
חֻקִּ֖ים
\n", "
subs portion st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 799529 Objc PP|CP\n", "
\n", "
\n", "\n", "
\n", "251714\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "
\n", "\n", "
\n", " phrase 799529 Objc PP\n", "
\n", "
\n", "\n", "
\n", "251715\n", "
אֶת־
\n", "
prep <object marker>
\n", "\n", "\n", "
\n", "\n", "
\n", "251716\n", "
הַ
\n", "
art the
\n", "\n", "\n", "
\n", "\n", "
\n", "251717\n", "
גָּלֽוּי׃
\n", "
subs uncover qal ptcp st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/markdown": [ "\n", "\n", "**Result** *723111*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Judges 1:15\n", "
\n", "723111\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 723111 Objc PP\n", "
\n", "
\n", "\n", "
\n", "127757\n", "
אֵ֚ת
\n", "
prep <object marker>
\n", "\n", "\n", "
\n", "\n", "
\n", "127758\n", "
גֻּלֹּ֣ת
\n", "
subs basin st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "127759\n", "
עִלִּ֔ית
\n", "
subs upper st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "127760\n", "
וְ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "127761\n", "
אֵ֖ת
\n", "
prep <object marker>
\n", "\n", "\n", "
\n", "\n", "
\n", "127762\n", "
גֻּלֹּ֥ת
\n", "
subs basin st=c
\n", "\n", "\n", "
\n", "\n", "
\n", "127763\n", "
תַּחְתִּֽית׃ פ
\n", "
subs lower st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "for res in examples[:50]:\n", " A.prettyTuple(res, condenseType='phrase', withNodes=True, seqNumber=res[0])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Issues Tracking\n", "\n", "This section is dedicated to tracking and dealing with issues that are caused by deficiencies in the BHSA data and which cannot easily be solved even with a patch." ] }, { "cell_type": "code", "execution_count": 87, "metadata": {}, "outputs": [], "source": [ "known_issues = {} # curr empty; will add more if they emerge and I cannot immediately address" ] }, { "cell_type": "code", "execution_count": 88, "metadata": {}, "outputs": [], "source": [ "# for phrase, note in known_issues.items():\n", "# A.prettyTuple((phrase,)+tuple(nheads[phrase]), seqNumber=note)\n", "# show_subphrases(phrase)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Cautions\n", "\n", "The following cases contain cautions as they require further investigation or may be debateable." ] }, { "cell_type": "code", "execution_count": 89, "metadata": {}, "outputs": [], "source": [ "cautions = []\n", "\n", "ezra_4_13 = '''\n", "\n", "book book@en=Ezra\n", " chapter chapter=4\n", " verse verse=13\n", " phrase\n", " =: word lex=MDH/\n", "'''\n", "ezra413_note = '''\n", "Is the word בלו in this phrase a head or a modifying element of מנדה? It is connected with a maqqeph. \n", "Its interpretation affects what one does with the next nominal: הלך. The head has been selected in\n", "this way because the pattern in this phrase conforms with other cases where a modifying element connected\n", "with maqqeph is followed by coordination.\n", "'''\n", "cautions.append({'template':ezra_4_13, 'phrasei':3, 'note':ezra413_note})" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The cautions are all displayed below with their notes." ] }, { "cell_type": "code", "execution_count": 90, "metadata": {}, "outputs": [ { "data": { "text/markdown": [ "\n", "\n", "**Result** *\n", "Is the word בלו in this phrase a head or a modifying element of מנדה? It is connected with a maqqeph. \n", "Its interpretation affects what one does with the next nominal: הלך. The head has been selected in\n", "this way because the pattern in this phrase conforms with other cases where a modifying element connected\n", "with maqqeph is followed by coordination.\n", "*\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Ezra 4:13\n", "
\n", "881928\n", "\n", "\n", "\n", "
\n", "\n", "
\n", " phrase 881928 Objc NP\n", "
\n", "
\n", "\n", "
\n", "379774\n", "
מִנְדָּֽה־
\n", "
subs tax st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "379775\n", "
בְלֹ֤ו
\n", "
subs tribute st=a
\n", "\n", "\n", "
\n", "\n", "
\n", "379776\n", "
וַ
\n", "
conj and
\n", "\n", "\n", "
\n", "\n", "
\n", "379777\n", "
הֲלָךְ֙
\n", "
subs tax st=a
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n", "\n", "\n", "
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "for i, caution in enumerate(cautions):\n", " caution_res = A.search(caution['template'], silent=True)\n", " phrase = caution_res[0][caution['phrasei']]\n", " A.prettyTuple((phrase,)+tuple(nheads[phrase]), seqNumber=caution['note'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "
\n", "
\n", "
\n", "\n", "# Testing & Scratch Code" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## TO DO\n", "\n", "* TO FIX: 713495, 902589, 865297 parallel relation to `dwords`" ] }, { "cell_type": "code", "execution_count": 87, "metadata": {}, "outputs": [], "source": [ "# probs = set()\n", "\n", "# for phrase in (713495, 902589, 865297, \n", "# 865119, 865280, 865306, \n", "# 881928, 686550, 719764, \n", "# 883150, ):\n", "# problem = sorted(nheads[phrase])[-1]\n", "# A.prettyTuple((phrase, problem), seqNumber=phrase)\n", "# probs.add(phrase)\n", " \n", "# probs" ] }, { "cell_type": "code", "execution_count": 88, "metadata": {}, "outputs": [], "source": [ "# # FOR BIG TESTS\n", "\n", "# test1 = missing_atr_rec = A.search('''\n", "\n", "# phrase\n", "# phrase_atom\n", "# subs:word pdp=subs|nmpr \n", "# % stipulate that this word has some relation to the following word\n", "# % there are various checks to weed out spurious results:\n", "# /with/\n", "# st=c\n", "# /or/\n", "# ..\n", "# <: word pdp=adjv\n", "# /or/\n", "# trailer=&\n", "# /or/\n", "# s1:subphrase\n", "# =: subs\n", "# <: w1:word pdp=adjv|subs\n", "# w1 := s1\n", "# /-/\n", " \n", "# <: ad:word pdp=adjv|subs\n", "# % stipulate that this^ word has no relation to the first\n", "# /without/\n", "# s1:subphrase\n", "# w1:word\n", "# s2:subphrase rela=atr|adj|par|mod\n", "# w2:word\n", "# s1 " ] }, { "cell_type": "code", "execution_count": 89, "metadata": {}, "outputs": [], "source": [ "def find_differexnce(tempA, tempB):\n", " # prints line by line difference between two templates \n", " \n", " t1lines = tempA.split('\\n')\n", " t2lines = tempB.split('\\n')\n", "\n", " for i in range(0, len(t1lines)):\n", " t1 = t1lines[i]\n", " t2 = t2lines[i]\n", "\n", " if t1 != t2:\n", " raise Exception(f'@{i}\\nt1:{t1}\\nt2:{t2}')" ] } ], "metadata": { "jupytext": { "encoding": "# -*- coding: utf-8 -*-" }, "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.7.0" } }, "nbformat": 4, "nbformat_minor": 2 }