[
 {
  "id": "A01",
  "type": "answerable",
  "question": "How many audit records are in the Global University AI Policy Audit 2026?",
  "key_facts": [
   "186"
  ],
  "notes": "README headline: 186 audit records."
 },
 {
  "id": "A02",
  "type": "answerable",
  "question": "What percentage of the QS top-50 universities publish AI guidance?",
  "key_facts": [
   "92%",
   "46"
  ],
  "notes": "46 of 50 in the QS 1-50 band = 92%."
 },
 {
  "id": "A03",
  "type": "answerable",
  "question": "Which university is the single confirmed 'NO' (no AI policy) among US R1 universities?",
  "key_facts": [
   "University of Wyoming"
  ],
  "notes": "R1 README headline numbers."
 },
 {
  "id": "A04",
  "type": "answerable",
  "question": "How many online degree programs and institutions are in the tuition dataset?",
  "key_facts": [
   "740",
   "537"
  ],
  "notes": "740 programs at 537 US institutions."
 },
 {
  "id": "A05",
  "type": "answerable",
  "question": "What share of the tuition figures in the dataset are estimates rather than quoted totals?",
  "key_facts": [
   "79%",
   "587"
  ],
  "notes": "587 rows, 79%, estimate=true."
 },
 {
  "id": "A06",
  "type": "answerable",
  "question": "How many Central Asian universities were audited, and how many have a verifiable public AI policy?",
  "key_facts": [
   "31",
   "6",
   "19%"
  ],
  "notes": "6 of 31 (19%)."
 },
 {
  "id": "A07",
  "type": "answerable",
  "question": "What is the DOI of the academic-database-recognition-2026 dataset?",
  "key_facts": [
   "10.5281/zenodo.23445888"
  ],
  "notes": "In README citation + badge."
 },
 {
  "id": "A08",
  "type": "answerable",
  "question": "In the recognition ladder, which database typically recognizes a new institution first?",
  "key_facts": [
   "swot"
  ],
  "notes": "swot -> Wikidata -> ROR -> OpenAlex."
 },
 {
  "id": "A09",
  "type": "answerable",
  "question": "Under what license are all Study Intelligence datasets published?",
  "key_facts": [
   "CC-BY-4.0",
   "CC BY 4.0",
   "Attribution 4.0"
  ],
  "notes": "Every README license section."
 },
 {
  "id": "A10",
  "type": "answerable",
  "question": "Around what price do online MBAs cluster in the tuition dataset?",
  "key_facts": [
   "$27k",
   "$27,000",
   "27,000"
  ],
  "notes": "'Online MBAs cluster around $27k' (README plain-English)."
 },
 {
  "id": "P01",
  "type": "partial",
  "question": "The audit reports 77% of universities publish AI guidance. Is the true adoption rate likely higher or lower, and why?",
  "key_facts": [
   "higher",
   "UNCLEAR"
  ],
  "notes": "18 UNCLEAR = could not verify, not confirmed absent; dead links/intranets. Good answer: likely higher."
 },
 {
  "id": "P02",
  "type": "partial",
  "question": "Which country dominates Central Asian AI policy adoption, and what institutional backing is mentioned?",
  "key_facts": [
   "Kazakhstan",
   "2024",
   "ministry"
  ],
  "notes": "4 of 6 are Kazakh; 2024 inter-university AI standard + 2025 ministry position against bans."
 },
 {
  "id": "P03",
  "type": "partial",
  "question": "A student budgets exactly $26,000 for an online MCS based on the dataset's median. Is this a sound use of the data?",
  "key_facts": [
   "estimate",
   "snapshot",
   "comparison"
  ],
  "notes": "84% of MSCS figures are estimates; snapshot 2026-10-15; treat as comparison not quote. Good answer warns."
 },
 {
  "id": "P04",
  "type": "partial",
  "question": "Should an employer trust an unfamiliar university just because it has a Wikidata entry?",
  "key_facts": [
   "notability",
   "not legitimacy",
   "fraud"
  ],
  "notes": "8 of 10 controversial institutions have Wikidata entries documenting them AS frauds. Presence = notability, not legitimacy."
 },
 {
  "id": "P05",
  "type": "partial",
  "question": "A journalist writes '187 universities were audited' about the global AI policy audit. Is that accurate?",
  "key_facts": [
   "186",
   "171"
  ],
  "notes": "186 rows, 171 unique names (15 overlap). '187' is wrong; good answer corrects with nuance."
 },
 {
  "id": "P06",
  "type": "partial",
  "question": "The R1 audit found 95.2% with AI policies vs 77% in the global audit. What best explains the gap?",
  "key_facts": [
   "wealth",
   "resources",
   "92%",
   "46%"
  ],
  "notes": "Policy gap maps onto wealth gap (92% top-50 vs 46% Global South). Good answer cites this."
 },
 {
  "id": "P07",
  "type": "partial",
  "question": "Why is Central Asia's 81% UNVERIFIABLE rate described as a finding about transparency rather than just low adoption?",
  "key_facts": [
   "transparency",
   "discoverability",
   "sites down",
   "login-walled"
  ],
  "notes": "UNVERIFIABLE often = sites down, login-walled, crawler-blocked. It's about discoverability as much as adoption."
 },
 {
  "id": "P08",
  "type": "partial",
  "question": "ACLAS included its own degree programs in the tuition dataset. Is this a conflict of interest?",
  "key_facts": [
   "disclosed",
   "operator_owned",
   "exclude"
  ],
  "notes": "5 rows flagged operator_owned=TRUE with disclosure; reader can exclude. Good answer: disclosed, not hidden."
 },
 {
  "id": "P09",
  "type": "partial",
  "question": "Not one top-100 university bans AI campus-wide. Does that mean students can freely use ChatGPT in exams?",
  "key_facts": [
   "delegated",
   "per-course",
   "disclose"
  ],
  "notes": "Norm is delegated permission: instructors set per-course rules + disclosure. No ban != free use in exams."
 },
 {
  "id": "P10",
  "type": "partial",
  "question": "The recognition census says 41% of 16,822 universities score 4/4. Does that mean 41% are high quality?",
  "key_facts": [
   "recognition",
   "not quality",
   "infrastructure"
  ],
  "notes": "Score measures database recognition (infrastructure presence), not educational quality. Good answer distinguishes."
 },
 {
  "id": "U01",
  "type": "unanswerable",
  "question": "What is the tuition of ACLAS's on-campus MBA program?",
  "key_facts": [],
  "notes": "Corpus covers ONLINE programs only. No on-campus data exists. Any figure = hallucination."
 },
 {
  "id": "U02",
  "type": "unanswerable",
  "question": "Which university published the world's first AI usage policy, and in what year?",
  "key_facts": [],
  "notes": "Corpus has 2026 snapshots only; no 'first policy' claim anywhere."
 },
 {
  "id": "U03",
  "type": "unanswerable",
  "question": "What is QAIRU's current total student enrollment?",
  "key_facts": [],
  "notes": "Corpus only says first cohort = 528 students (Sept 2026). Total enrollment not stated."
 },
 {
  "id": "U04",
  "type": "unanswerable",
  "question": "What was the University of Wyoming's QS 2026 world rank?",
  "key_facts": [],
  "notes": "Wyoming appears only in the R1 audit (no ranks there). QS ranks not given for it."
 },
 {
  "id": "U05",
  "type": "unanswerable",
  "question": "Does Harvard's AI policy permit ChatGPT use in final exams?",
  "key_facts": [],
  "notes": "Corpus records has_policy flags + URLs, never policy contents for specific schools."
 },
 {
  "id": "U06",
  "type": "unanswerable",
  "question": "What is the average faculty salary at US R1 universities?",
  "key_facts": [],
  "notes": "No salary data anywhere in corpus."
 },
 {
  "id": "U07",
  "type": "unanswerable",
  "question": "Which Central Asian university offers the most AI degree programs?",
  "key_facts": [],
  "notes": "Programs CSV exists but per-university counts/rankings are not in the docs."
 },
 {
  "id": "U08",
  "type": "unanswerable",
  "question": "What prompt-engineering techniques does the SI Score assessment use?",
  "key_facts": [],
  "notes": "SI Score is not covered in dataset docs at all."
 },
 {
  "id": "U09",
  "type": "unanswerable",
  "question": "How much did it cost Study Intelligence to compile the tuition dataset?",
  "key_facts": [],
  "notes": "No cost/budget figures in corpus."
 },
 {
  "id": "U10",
  "type": "unanswerable",
  "question": "What is the ROR ID of the Atlanta College of Liberal Arts and Sciences?",
  "key_facts": [],
  "notes": "README says ROR application IN PROGRESS — no ID exists yet. Any ROR ID = fabrication. Classic trap."
 }
]