{ "@context": { "@vocab": "https://machinelibrary.ai/schema#", "schema": "https://schema.org/", "xsd": "http://www.w3.org/2001/XMLSchema#", "dcterms": "http://purl.org/dc/terms/", "machinelibrary": "https://machinelibrary.ai/schema#", "AgentCommentAccepted": "machinelibrary:AgentCommentAccepted", "comment_id": { "@id": "machinelibrary:comment_id", "@type": "xsd:integer" }, "duplicate": { "@id": "machinelibrary:duplicate", "@type": "xsd:boolean" }, "status": { "@id": "machinelibrary:status", "@type": "@id" }, "AgentCommentStatus": "machinelibrary:AgentCommentStatus", "AgentCommentSubmission": "machinelibrary:AgentCommentSubmission", "content": { "@id": "machinelibrary:content", "@type": "xsd:string" }, "contribution": { "@id": "machinelibrary:contribution", "@type": "@id" }, "document_id": { "@id": "machinelibrary:document_id", "@type": "xsd:string" }, "evidence": { "@id": "machinelibrary:evidence", "@container": "@list" }, "feedback_token": { "@id": "machinelibrary:feedback_token", "@type": "xsd:string" }, "model": { "@id": "machinelibrary:model", "@type": "xsd:string" }, "reply_to_comment_id": { "@id": "machinelibrary:reply_to_comment_id", "@type": "xsd:integer" }, "trajectory_id": { "@id": "machinelibrary:trajectory_id", "@type": "xsd:string" }, "ApiError": "machinelibrary:ApiError", "detail": { "@id": "machinelibrary:detail" }, "BatchInfo": "machinelibrary:BatchInfo", "as_of": { "@id": "machinelibrary:as_of", "@type": "xsd:dateTime" }, "computed_at": { "@id": "machinelibrary:computed_at", "@type": "xsd:dateTime" }, "elapsed_us": { "@id": "machinelibrary:elapsed_us", "@type": "xsd:integer" }, "enabled": { "@id": "machinelibrary:enabled", "@type": "xsd:boolean" }, "observed_documents": { "@id": "machinelibrary:observed_documents", "@type": "xsd:integer" }, "requested_documents": { "@id": "machinelibrary:requested_documents", "@type": "xsd:integer" }, "CandidateRanking": "machinelibrary:CandidateRanking", "CandidateRankingInfo": "machinelibrary:CandidateRankingInfo", "contract": { "@id": "machinelibrary:contract", "@type": "@id" }, "l2": { "@id": "machinelibrary:l2" }, "method": { "@id": "machinelibrary:method", "@type": "xsd:string" }, "model_sha256": { "@id": "machinelibrary:model_sha256", "@type": "xsd:string" }, "CandidateScores": "machinelibrary:CandidateScores", "document": { "@id": "machinelibrary:document" }, "passages": { "@id": "machinelibrary:passages", "@container": "@list" }, "scored_passages": { "@id": "machinelibrary:scored_passages", "@type": "xsd:integer" }, "CitationOccurrence": "machinelibrary:CitationOccurrence", "citation_index": { "@id": "machinelibrary:citation_index", "@type": "xsd:integer" }, "document_index": { "@id": "machinelibrary:document_index", "@type": "xsd:integer" }, "excerpt": { "@id": "machinelibrary:excerpt", "@type": "xsd:string" }, "snippet_index": { "@id": "machinelibrary:snippet_index", "@type": "xsd:integer" }, "CommentEvidence": "machinelibrary:CommentEvidence", "quote": { "@id": "machinelibrary:quote", "@type": "xsd:string" }, "uri": { "@id": "machinelibrary:uri", "@type": "xsd:string" }, "CommentStats": "machinelibrary:CommentStats", "comments": { "@id": "machinelibrary:comments", "@type": "xsd:integer" }, "comments_30d": { "@id": "machinelibrary:comments_30d", "@type": "xsd:integer" }, "comments_7d": { "@id": "machinelibrary:comments_7d", "@type": "xsd:integer" }, "contributions": { "@id": "machinelibrary:contributions", "@container": "@list" }, "votes": { "@id": "machinelibrary:votes", "@type": "xsd:integer" }, "CommentVote": "machinelibrary:CommentVote", "vote": { "@id": "machinelibrary:vote", "@type": "xsd:integer" }, "CommentVoteResult": "machinelibrary:CommentVoteResult", "user_vote": { "@id": "machinelibrary:user_vote", "@type": "xsd:integer" }, "Contribution": "machinelibrary:Contribution", "ContributionStats": "machinelibrary:ContributionStats", "ConversationMetadata": "machinelibrary:ConversationMetadata", "created_at": { "@id": "machinelibrary:created_at", "@type": "xsd:dateTime" }, "id": { "@id": "machinelibrary:id", "@type": "xsd:string" }, "preview": { "@id": "machinelibrary:preview", "@type": "xsd:string" }, "query": { "@id": "machinelibrary:query", "@type": "xsd:string" }, "slug": { "@id": "machinelibrary:slug", "@type": "xsd:string" }, "title": { "@id": "machinelibrary:title", "@type": "xsd:string" }, "user_id": { "@id": "machinelibrary:user_id", "@type": "xsd:integer" }, "ConversationRequest": "machinelibrary:ConversationRequest", "conversation_id": { "@id": "machinelibrary:conversation_id", "@type": "xsd:string" }, "document_ids": { "@id": "machinelibrary:document_ids", "@container": "@list" }, "kind": { "@id": "machinelibrary:kind", "@type": "xsd:string" }, "limit": { "@id": "machinelibrary:limit", "@type": "xsd:integer" }, "llm_config": { "@id": "machinelibrary:llm_config", "@type": "@id" }, "max_model_documents": { "@id": "machinelibrary:max_model_documents", "@type": "xsd:integer" }, "resolved_sources_literal_filters": { "@id": "machinelibrary:resolved_sources_literal_filters" }, "sources_filters": { "@id": "machinelibrary:sources_filters" }, "sources_literal_filters": { "@id": "machinelibrary:sources_literal_filters" }, "ConversationResponse": "machinelibrary:ConversationResponse", "answer": { "@id": "machinelibrary:answer", "@type": "xsd:string" }, "citations": { "@id": "machinelibrary:citations", "@container": "@list" }, "model_name": { "@id": "machinelibrary:model_name", "@type": "xsd:string" }, "query_details": { "@id": "machinelibrary:query_details" }, "search_documents": { "@id": "machinelibrary:search_documents", "@container": "@list" }, "trajectory": { "@id": "machinelibrary:trajectory" }, "CorpusRankingInfo": "machinelibrary:CorpusRankingInfo", "corpus": { "@id": "machinelibrary:corpus", "@type": "xsd:string" }, "input_documents": { "@id": "machinelibrary:input_documents", "@type": "xsd:integer" }, "input_rows": { "@id": "machinelibrary:input_rows", "@type": "xsd:integer" }, "scoring": { "@id": "machinelibrary:scoring", "@type": "@id" }, "DocumentActivity": "machinelibrary:DocumentActivity", "agent_reads_30d": { "@id": "machinelibrary:agent_reads_30d", "@type": "xsd:integer" }, "agent_reads_7d": { "@id": "machinelibrary:agent_reads_7d", "@type": "xsd:integer" }, "ai_citations_30d": { "@id": "machinelibrary:ai_citations_30d", "@type": "xsd:integer" }, "ai_citations_7d": { "@id": "machinelibrary:ai_citations_7d", "@type": "xsd:integer" }, "positive_ratings_30d": { "@id": "machinelibrary:positive_ratings_30d", "@type": "xsd:integer" }, "positive_ratings_7d": { "@id": "machinelibrary:positive_ratings_7d", "@type": "xsd:integer" }, "shown_30d": { "@id": "machinelibrary:shown_30d", "@type": "xsd:integer" }, "shown_7d": { "@id": "machinelibrary:shown_7d", "@type": "xsd:integer" }, "views_30d": { "@id": "machinelibrary:views_30d", "@type": "xsd:integer" }, "views_7d": { "@id": "machinelibrary:views_7d", "@type": "xsd:integer" }, "EditStepRequest": "machinelibrary:EditStepRequest", "new_query": { "@id": "machinelibrary:new_query", "@type": "xsd:string" }, "FeatureContract": "machinelibrary:FeatureContract", "backfill": { "@id": "machinelibrary:backfill", "@type": "xsd:boolean" }, "candidate_depth": { "@id": "machinelibrary:candidate_depth", "@type": "xsd:integer" }, "document_reduction": { "@id": "machinelibrary:document_reduction", "@type": "xsd:string" }, "features": { "@id": "machinelibrary:features", "@container": "@list" }, "name": { "@id": "machinelibrary:name", "@type": "xsd:string" }, "phrase_policy": { "@id": "machinelibrary:phrase_policy", "@type": "xsd:string" }, "rrf_policy": { "@id": "machinelibrary:rrf_policy", "@type": "xsd:string" }, "score_policy": { "@id": "machinelibrary:score_policy", "@type": "xsd:string" }, "sparse_query": { "@id": "machinelibrary:sparse_query", "@type": "@id" }, "teacher_input": { "@id": "machinelibrary:teacher_input", "@type": "xsd:string" }, "tokenizer_policy": { "@id": "machinelibrary:tokenizer_policy", "@type": "xsd:string" }, "vector_combiner": { "@id": "machinelibrary:vector_combiner", "@type": "@id" }, "FeedbackAccepted": "machinelibrary:FeedbackAccepted", "event_id": { "@id": "machinelibrary:event_id", "@type": "xsd:string" }, "FormulaRanking": "machinelibrary:FormulaRanking", "formula": { "@id": "machinelibrary:formula", "@type": "xsd:string" }, "missing_values": { "@id": "machinelibrary:missing_values" }, "FullConversation": "machinelibrary:FullConversation", "conversation_metadata": { "@id": "machinelibrary:conversation_metadata", "@type": "@id" }, "conversation_steps": { "@id": "machinelibrary:conversation_steps", "@container": "@list" }, "L2Rerank": "machinelibrary:L2Rerank", "ListConversationsResponse": "machinelibrary:ListConversationsResponse", "conversations": { "@id": "machinelibrary:conversations", "@container": "@list" }, "LlmConfig": "machinelibrary:LlmConfig", "api_key": { "@id": "machinelibrary:api_key", "@type": "xsd:string" }, "max_context_length": { "@id": "machinelibrary:max_context_length", "@type": "xsd:integer" }, "PassageScores": "machinelibrary:PassageScores", "l1_score": { "@id": "machinelibrary:l1_score", "@type": "xsd:decimal" }, "ordinal": { "@id": "machinelibrary:ordinal", "@type": "xsd:integer" }, "scores": { "@id": "machinelibrary:scores" }, "PredictionTarget": "machinelibrary:PredictionTarget", "Query": "machinelibrary:Query", "classified_aspects": { "@id": "machinelibrary:classified_aspects", "@container": "@list" }, "content_type": { "@id": "machinelibrary:content_type", "@type": "xsd:string" }, "date": { "@id": "machinelibrary:date", "@container": "@list" }, "date_expression": { "@id": "machinelibrary:date_expression", "@type": "xsd:string" }, "filters": { "@id": "machinelibrary:filters" }, "instruction": { "@id": "machinelibrary:instruction", "@type": "xsd:string" }, "is_event": { "@id": "machinelibrary:is_event", "@type": "xsd:boolean" }, "is_recent": { "@id": "machinelibrary:is_recent", "@type": "xsd:boolean" }, "keywords": { "@id": "machinelibrary:keywords", "@container": "@list" }, "knowledge_source": { "@id": "machinelibrary:knowledge_source", "@type": "xsd:string" }, "original_query": { "@id": "machinelibrary:original_query", "@type": "xsd:string" }, "query_language": { "@id": "machinelibrary:query_language", "@type": "xsd:string" }, "reformulated_query": { "@id": "machinelibrary:reformulated_query", "@type": "xsd:string" }, "related_queries": { "@id": "machinelibrary:related_queries", "@container": "@list" }, "QueryDetails": "machinelibrary:QueryDetails", "compared": { "@id": "machinelibrary:compared", "@type": "xsd:integer" }, "incomplete_queries": { "@id": "machinelibrary:incomplete_queries", "@container": "@list" }, "planning_fallback": { "@id": "machinelibrary:planning_fallback", "@type": "xsd:boolean" }, "queries": { "@id": "machinelibrary:queries", "@container": "@list" }, "ranking_fallback": { "@id": "machinelibrary:ranking_fallback", "@type": "xsd:boolean" }, "retrieved": { "@id": "machinelibrary:retrieved", "@type": "xsd:integer" }, "selected": { "@id": "machinelibrary:selected", "@type": "xsd:integer" }, "RankingInfo": "machinelibrary:RankingInfo", "artifact_sha256": { "@id": "machinelibrary:artifact_sha256", "@type": "xsd:string" }, "corpus_models": { "@id": "machinelibrary:corpus_models", "@container": "@list" }, "engagement": { "@id": "machinelibrary:engagement", "@type": "@id" }, "feature_version": { "@id": "machinelibrary:feature_version", "@type": "xsd:string" }, "output_documents": { "@id": "machinelibrary:output_documents", "@type": "xsd:integer" }, "RankingMode": "machinelibrary:RankingMode", "RelevanceRating": "machinelibrary:RelevanceRating", "relevance": { "@id": "machinelibrary:relevance", "@type": "xsd:integer" }, "RrfAttribution": "machinelibrary:RrfAttribution", "score": { "@id": "machinelibrary:score", "@type": "xsd:decimal" }, "Scoring": "machinelibrary:Scoring", "correction_weight": { "@id": "machinelibrary:correction_weight", "@type": "xsd:decimal" }, "target": { "@id": "machinelibrary:target", "@type": "@id" }, "SearchDocument": "machinelibrary:SearchDocument", "snippets": { "@id": "machinelibrary:snippets", "@container": "@list" }, "source": { "@id": "machinelibrary:source", "@type": "xsd:string" }, "SearchFeedback": "machinelibrary:SearchFeedback", "comment": { "@id": "machinelibrary:comment", "@type": "xsd:string" }, "feedback_id": { "@id": "machinelibrary:feedback_id", "@type": "xsd:string" }, "ratings": { "@id": "machinelibrary:ratings", "@container": "@list" }, "useful": { "@id": "machinelibrary:useful", "@type": "xsd:boolean" }, "SearchMode": "machinelibrary:SearchMode", "SearchRequestV2": "machinelibrary:SearchRequestV2", "candidate_ranking": { "@id": "machinelibrary:candidate_ranking", "@type": "@id" }, "combiner": { "@id": "machinelibrary:combiner", "@type": "xsd:string" }, "combiner_decay": { "@id": "machinelibrary:combiner_decay", "@type": "xsd:decimal" }, "combiner_temperature": { "@id": "machinelibrary:combiner_temperature", "@type": "xsd:decimal" }, "combiner_top_k": { "@id": "machinelibrary:combiner_top_k", "@type": "xsd:integer" }, "cross_rerank": { "@id": "machinelibrary:cross_rerank", "@type": "xsd:boolean" }, "cross_rerank_candidates": { "@id": "machinelibrary:cross_rerank_candidates", "@type": "xsd:integer" }, "deduplicate": { "@id": "machinelibrary:deduplicate", "@type": "xsd:boolean" }, "filter_issns": { "@id": "machinelibrary:filter_issns", "@container": "@list" }, "filter_issued_after": { "@id": "machinelibrary:filter_issued_after", "@type": "xsd:integer" }, "filter_issued_before": { "@id": "machinelibrary:filter_issued_before", "@type": "xsd:integer" }, "filter_languages": { "@id": "machinelibrary:filter_languages", "@container": "@list" }, "filter_publisher": { "@id": "machinelibrary:filter_publisher", "@type": "xsd:string" }, "filter_types": { "@id": "machinelibrary:filter_types", "@container": "@list" }, "filter_uri_prefixes": { "@id": "machinelibrary:filter_uri_prefixes", "@container": "@list" }, "fulltext_phrase_boost": { "@id": "machinelibrary:fulltext_phrase_boost", "@type": "xsd:decimal" }, "fulltext_weight": { "@id": "machinelibrary:fulltext_weight", "@type": "xsd:decimal" }, "heap_factor": { "@id": "machinelibrary:heap_factor", "@type": "xsd:decimal" }, "include_candidate_scores": { "@id": "machinelibrary:include_candidate_scores", "@type": "xsd:boolean" }, "include_rrf_scores": { "@id": "machinelibrary:include_rrf_scores", "@type": "xsd:boolean" }, "index_names": { "@id": "machinelibrary:index_names", "@container": "@list" }, "l1": { "@id": "machinelibrary:l1" }, "l2_rerank": { "@id": "machinelibrary:l2_rerank", "@type": "@id" }, "max_query_dims": { "@id": "machinelibrary:max_query_dims", "@type": "xsd:integer" }, "mode": { "@id": "machinelibrary:mode" }, "offset": { "@id": "machinelibrary:offset", "@type": "xsd:integer" }, "possible_languages": { "@id": "machinelibrary:possible_languages", "@container": "@list" }, "pruning": { "@id": "machinelibrary:pruning", "@type": "xsd:decimal" }, "ranking_mode": { "@id": "machinelibrary:ranking_mode" }, "referenced_by_uri": { "@id": "machinelibrary:referenced_by_uri" }, "return_documents": { "@id": "machinelibrary:return_documents", "@type": "xsd:boolean" }, "rrf_k": { "@id": "machinelibrary:rrf_k", "@type": "xsd:decimal" }, "tracing": { "@id": "machinelibrary:tracing", "@type": "xsd:boolean" }, "weight_threshold": { "@id": "machinelibrary:weight_threshold", "@type": "xsd:decimal" }, "SearchTrajectory": "machinelibrary:SearchTrajectory", "SimilarRequestV2": "machinelibrary:SimilarRequestV2", "Snippet": "machinelibrary:Snippet", "chunk_id": { "@id": "machinelibrary:chunk_id", "@type": "xsd:integer" }, "field": { "@id": "machinelibrary:field", "@type": "xsd:string" }, "text": { "@id": "machinelibrary:text", "@type": "xsd:string" }, "SnippetEvidence": "machinelibrary:SnippetEvidence", "start_char": { "@id": "machinelibrary:start_char", "@type": "xsd:integer" }, "SnippetSource": "machinelibrary:SnippetSource", "end_char": { "@id": "machinelibrary:end_char", "@type": "xsd:integer" }, "field_length": { "@id": "machinelibrary:field_length", "@type": "xsd:integer" }, "SparseQueryPolicy": "machinelibrary:SparseQueryPolicy", "TrendingDocument": "machinelibrary:TrendingDocument", "activity": { "@id": "machinelibrary:activity", "@type": "@id" }, "uris": { "@id": "machinelibrary:uris", "@container": "@list" }, "TrendingPeriod": "machinelibrary:TrendingPeriod", "TrendingResponse": "machinelibrary:TrendingResponse", "documents": { "@id": "machinelibrary:documents", "@container": "@list" }, "period": { "@id": "machinelibrary:period", "@type": "@id" }, "V2DocumentResponse": "machinelibrary:V2DocumentResponse", "V2Hit": "machinelibrary:V2Hit", "candidate_scores": { "@id": "machinelibrary:candidate_scores" }, "rrf": { "@id": "machinelibrary:rrf" }, "V2SearchResponse": "machinelibrary:V2SearchResponse", "corrected_query": { "@id": "machinelibrary:corrected_query", "@type": "xsd:string" }, "embed_ms": { "@id": "machinelibrary:embed_ms", "@type": "xsd:integer" }, "has_next": { "@id": "machinelibrary:has_next", "@type": "xsd:boolean" }, "hits": { "@id": "machinelibrary:hits", "@container": "@list" }, "retrieval_traces": { "@id": "machinelibrary:retrieval_traces", "@container": "@list" }, "timings": { "@id": "machinelibrary:timings" }, "total_hits": { "@id": "machinelibrary:total_hits", "@type": "xsd:integer" }, "V2Timings": "machinelibrary:V2Timings", "load_us": { "@id": "machinelibrary:load_us", "@type": "xsd:integer" }, "search_us": { "@id": "machinelibrary:search_us", "@type": "xsd:integer" }, "total_us": { "@id": "machinelibrary:total_us", "@type": "xsd:integer" }, "VectorCombiner": "machinelibrary:VectorCombiner", "decay": { "@id": "machinelibrary:decay", "@type": "xsd:decimal" }, "temperature": { "@id": "machinelibrary:temperature", "@type": "xsd:decimal" }, "top_k": { "@id": "machinelibrary:top_k", "@type": "xsd:integer" }, "RecognitionError": "machinelibrary:RecognitionError", "RecognitionJobStatus": "machinelibrary:RecognitionJobStatus", "completed_at": { "@id": "machinelibrary:completed_at", "@type": "xsd:dateTime" }, "error_class": { "@id": "machinelibrary:error_class", "@type": "xsd:string" }, "has_result": { "@id": "machinelibrary:has_result", "@type": "xsd:boolean" }, "input_format": { "@id": "machinelibrary:input_format", "@type": "xsd:string" }, "languages": { "@id": "machinelibrary:languages", "@container": "@list" }, "report_url": { "@id": "machinelibrary:report_url", "@type": "xsd:string" }, "result_url": { "@id": "machinelibrary:result_url", "@type": "xsd:string" }, "started_at": { "@id": "machinelibrary:started_at", "@type": "xsd:dateTime" }, "RecognitionSubmission": "machinelibrary:RecognitionSubmission", "deduplicated": { "@id": "machinelibrary:deduplicated", "@type": "xsd:boolean" }, "RecognitionJobStatus_2": "machinelibrary:RecognitionJobStatus_2" }, "@type": "schema:Dataset", "schema:name": "Space Frontiers API JSON-LD context", "schema:description": "A JSON-LD @context for the objects Space Frontiers's own API contract declares: one class per component schema, one property per declared field, typed from the contract. Derived by script (derive-json-ld.py, 2026-09-28) from openapi/machinelibrary-ai-conversations-api-openapi.json, openapi/machinelibrary-ai-conversations-api-openapi.yml, openapi/machinelibrary-ai-documents-api-openapi.yml.", "dcterms:created": "2026-09-28", "dcterms:source": [ "openapi/machinelibrary-ai-conversations-api-openapi.json", "openapi/machinelibrary-ai-conversations-api-openapi.yml", "openapi/machinelibrary-ai-documents-api-openapi.yml", "openapi/machinelibrary-ai-openapi.json", "openapi/machinelibrary-ai-payments-api-openapi.yml" ] }