prompt dict | response string | meta dict | fact_sources list | artifacts dict |
|---|---|---|---|---|
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Law & Policy. Provide general, educational information only. Do not provide legal advice or apply rules to a user's personal situation."
},
{
"role": "user",
"content": "Academic fact-check: TRUE/FAL... | FALSE — A statute is a law enacted by a legislature; common law is judge-made. | {
"id": "WUA_LAW_25K_000201",
"domain": "master_scholars_academics",
"subdomain": "law::basics",
"task": "fact_check",
"difficulty": "seed",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"law",
"policy... | [
{
"source_title": "Legal Information Institute (Cornell) — general legal definitions",
"source_url": "https://www.law.cornell.edu/",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "U.S. Government Publishing Office / Congress / Courts (general)",
... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Law & Policy. Provide general, educational information only. Do not provide legal advice or apply rules to a user's personal situation."
},
{
"role": "user",
"content": "Academic fact-check: TRUE/FAL... | FALSE — A statute is a law enacted by a legislature; common law is judge-made. | {
"id": "WUA_LAW_25K_000202",
"domain": "master_scholars_academics",
"subdomain": "law::basics",
"task": "fact_check",
"difficulty": "seed",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"law",
"policy... | [
{
"source_title": "Legal Information Institute (Cornell) — general legal definitions",
"source_url": "https://www.law.cornell.edu/",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "U.S. Government Publishing Office / Congress / Courts (general)",
... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Law & Policy. Provide general, educational information only. Do not provide legal advice or apply rules to a user's personal situation."
},
{
"role": "user",
"content": "True or False (academics): Th... | TRUE — The burden of proof in U.S. criminal cases is typically 'beyond a reasonable doubt.' | {
"id": "WUA_LAW_25K_000203",
"domain": "master_scholars_academics",
"subdomain": "law::procedure",
"task": "fact_check",
"difficulty": "seed",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"law",
"pol... | [
{
"source_title": "Legal Information Institute (Cornell) — general legal definitions",
"source_url": "https://www.law.cornell.edu/",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "U.S. Government Publishing Office / Congress / Courts (general)",
... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Law & Policy. Provide general, educational information only. Do not provide legal advice or apply rules to a user's personal situation."
},
{
"role": "user",
"content": "Academic fact-check: TRUE/FAL... | TRUE — In the U.S., the Supremacy Clause provides that federal law can preempt state law. | {
"id": "WUA_LAW_25K_000204",
"domain": "master_scholars_academics",
"subdomain": "law::constitutional",
"task": "fact_check",
"difficulty": "seed",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"law",
... | [
{
"source_title": "Legal Information Institute (Cornell) — general legal definitions",
"source_url": "https://www.law.cornell.edu/",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "U.S. Government Publishing Office / Congress / Courts (general)",
... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Law & Policy. Provide general, educational information only. Do not provide legal advice or apply rules to a user's personal situation."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct... | FALSE — A statute is a law enacted by a legislature; common law is judge-made. | {
"id": "WUA_LAW_25K_000205",
"domain": "master_scholars_academics",
"subdomain": "law::basics",
"task": "fact_check",
"difficulty": "core",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"law",
"policy... | [
{
"source_title": "Legal Information Institute (Cornell) — general legal definitions",
"source_url": "https://www.law.cornell.edu/",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "U.S. Government Publishing Office / Congress / Courts (general)",
... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Law & Policy. Provide general, educational information only. Do not provide legal advice or apply rules to a user's personal situation."
},
{
"role": "user",
"content": "Academic fact-check: TRUE/FAL... | TRUE — In the U.S., the Supremacy Clause provides that federal law can preempt state law. | {
"id": "WUA_LAW_25K_000206",
"domain": "master_scholars_academics",
"subdomain": "law::constitutional",
"task": "fact_check",
"difficulty": "seed",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"law",
... | [
{
"source_title": "Legal Information Institute (Cornell) — general legal definitions",
"source_url": "https://www.law.cornell.edu/",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "U.S. Government Publishing Office / Congress / Courts (general)",
... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Law & Policy. Provide general, educational information only. Do not provide legal advice or apply rules to a user's personal situation."
},
{
"role": "user",
"content": "True or False (academics): A ... | FALSE — A statute is a law enacted by a legislature; common law is judge-made. | {
"id": "WUA_LAW_25K_000207",
"domain": "master_scholars_academics",
"subdomain": "law::basics",
"task": "fact_check",
"difficulty": "advanced",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"law",
"po... | [
{
"source_title": "Legal Information Institute (Cornell) — general legal definitions",
"source_url": "https://www.law.cornell.edu/",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "U.S. Government Publishing Office / Congress / Courts (general)",
... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Law & Policy. Provide general, educational information only. Do not provide legal advice or apply rules to a user's personal situation."
},
{
"role": "user",
"content": "True or False (academics): He... | FALSE — Hearsay is generally inadmissible unless an exception/exemption applies. | {
"id": "WUA_LAW_25K_000208",
"domain": "master_scholars_academics",
"subdomain": "law::procedure",
"task": "fact_check",
"difficulty": "seed",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"law",
"pol... | [
{
"source_title": "Legal Information Institute (Cornell) — general legal definitions",
"source_url": "https://www.law.cornell.edu/",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "U.S. Government Publishing Office / Congress / Courts (general)",
... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Law & Policy. Provide general, educational information only. Do not provide legal advice or apply rules to a user's personal situation."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct... | TRUE — Negligence commonly involves duty, breach, causation, and damages. | {
"id": "WUA_LAW_25K_000209",
"domain": "master_scholars_academics",
"subdomain": "law::torts",
"task": "fact_check",
"difficulty": "core",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"law",
"policy"... | [
{
"source_title": "Legal Information Institute (Cornell) — general legal definitions",
"source_url": "https://www.law.cornell.edu/",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "U.S. Government Publishing Office / Congress / Courts (general)",
... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Law & Policy. Provide general, educational information only. Do not provide legal advice or apply rules to a user's personal situation."
},
{
"role": "user",
"content": "True or False (academics): Ad... | TRUE — Administrative agencies may issue regulations under delegated authority and follow rulemaking procedures. | {
"id": "WUA_LAW_25K_000210",
"domain": "master_scholars_academics",
"subdomain": "law::admin",
"task": "fact_check",
"difficulty": "advanced",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"law",
"pol... | [
{
"source_title": "Legal Information Institute (Cornell) — general legal definitions",
"source_url": "https://www.law.cornell.edu/",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "U.S. Government Publishing Office / Congress / Courts (general)",
... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Law & Policy. Provide general, educational information only. Do not provide legal advice or apply rules to a user's personal situation."
},
{
"role": "user",
"content": "True or False (academics): He... | FALSE — Hearsay is generally inadmissible unless an exception/exemption applies. | {
"id": "WUA_LAW_25K_000211",
"domain": "master_scholars_academics",
"subdomain": "law::procedure",
"task": "fact_check",
"difficulty": "advanced",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"law",
... | [
{
"source_title": "Legal Information Institute (Cornell) — general legal definitions",
"source_url": "https://www.law.cornell.edu/",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "U.S. Government Publishing Office / Congress / Courts (general)",
... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Law & Policy. Provide general, educational information only. Do not provide legal advice or apply rules to a user's personal situation."
},
{
"role": "user",
"content": "Academic fact-check: TRUE/FAL... | TRUE — In the U.S., the Supremacy Clause provides that federal law can preempt state law. | {
"id": "WUA_LAW_25K_000212",
"domain": "master_scholars_academics",
"subdomain": "law::constitutional",
"task": "fact_check",
"difficulty": "core",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"law",
... | [
{
"source_title": "Legal Information Institute (Cornell) — general legal definitions",
"source_url": "https://www.law.cornell.edu/",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "U.S. Government Publishing Office / Congress / Courts (general)",
... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Law & Policy. Provide general, educational information only. Do not provide legal advice or apply rules to a user's personal situation."
},
{
"role": "user",
"content": "True or False (academics): Th... | TRUE — The burden of proof in U.S. criminal cases is typically 'beyond a reasonable doubt.' | {
"id": "WUA_LAW_25K_000213",
"domain": "master_scholars_academics",
"subdomain": "law::procedure",
"task": "fact_check",
"difficulty": "seed",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"law",
"pol... | [
{
"source_title": "Legal Information Institute (Cornell) — general legal definitions",
"source_url": "https://www.law.cornell.edu/",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "U.S. Government Publishing Office / Congress / Courts (general)",
... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Law & Policy. Provide general, educational information only. Do not provide legal advice or apply rules to a user's personal situation."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct... | TRUE — Mens rea refers to the mental state element of many crimes. | {
"id": "WUA_LAW_25K_000214",
"domain": "master_scholars_academics",
"subdomain": "law::criminal",
"task": "fact_check",
"difficulty": "advanced",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"law",
"... | [
{
"source_title": "Legal Information Institute (Cornell) — general legal definitions",
"source_url": "https://www.law.cornell.edu/",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "U.S. Government Publishing Office / Congress / Courts (general)",
... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Law & Policy. Provide general, educational information only. Do not provide legal advice or apply rules to a user's personal situation."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct... | TRUE — Mens rea refers to the mental state element of many crimes. | {
"id": "WUA_LAW_25K_000215",
"domain": "master_scholars_academics",
"subdomain": "law::criminal",
"task": "fact_check",
"difficulty": "seed",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"law",
"poli... | [
{
"source_title": "Legal Information Institute (Cornell) — general legal definitions",
"source_url": "https://www.law.cornell.edu/",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "U.S. Government Publishing Office / Congress / Courts (general)",
... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Law & Policy. Provide general, educational information only. Do not provide legal advice or apply rules to a user's personal situation."
},
{
"role": "user",
"content": "Academic fact-check: TRUE/FAL... | TRUE — Negligence commonly involves duty, breach, causation, and damages. | {
"id": "WUA_LAW_25K_000216",
"domain": "master_scholars_academics",
"subdomain": "law::torts",
"task": "fact_check",
"difficulty": "seed",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"law",
"policy"... | [
{
"source_title": "Legal Information Institute (Cornell) — general legal definitions",
"source_url": "https://www.law.cornell.edu/",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "U.S. Government Publishing Office / Congress / Courts (general)",
... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Law & Policy. Provide general, educational information only. Do not provide legal advice or apply rules to a user's personal situation."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct... | TRUE — A contract generally requires offer, acceptance, and consideration (with jurisdictional variation). | {
"id": "WUA_LAW_25K_000217",
"domain": "master_scholars_academics",
"subdomain": "law::basics",
"task": "fact_check",
"difficulty": "seed",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"law",
"policy... | [
{
"source_title": "Legal Information Institute (Cornell) — general legal definitions",
"source_url": "https://www.law.cornell.edu/",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "U.S. Government Publishing Office / Congress / Courts (general)",
... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Law & Policy. Provide general, educational information only. Do not provide legal advice or apply rules to a user's personal situation."
},
{
"role": "user",
"content": "Academic fact-check: TRUE/FAL... | TRUE — The burden of proof in U.S. criminal cases is typically 'beyond a reasonable doubt.' | {
"id": "WUA_LAW_25K_000218",
"domain": "master_scholars_academics",
"subdomain": "law::procedure",
"task": "fact_check",
"difficulty": "seed",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"law",
"pol... | [
{
"source_title": "Legal Information Institute (Cornell) — general legal definitions",
"source_url": "https://www.law.cornell.edu/",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "U.S. Government Publishing Office / Congress / Courts (general)",
... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Law & Policy. Provide general, educational information only. Do not provide legal advice or apply rules to a user's personal situation."
},
{
"role": "user",
"content": "Academic fact-check: TRUE/FAL... | TRUE — A contract generally requires offer, acceptance, and consideration (with jurisdictional variation). | {
"id": "WUA_LAW_25K_000219",
"domain": "master_scholars_academics",
"subdomain": "law::basics",
"task": "fact_check",
"difficulty": "seed",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"law",
"policy... | [
{
"source_title": "Legal Information Institute (Cornell) — general legal definitions",
"source_url": "https://www.law.cornell.edu/",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "U.S. Government Publishing Office / Congress / Courts (general)",
... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Law & Policy. Provide general, educational information only. Do not provide legal advice or apply rules to a user's personal situation."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct... | FALSE — A statute is a law enacted by a legislature; common law is judge-made. | {
"id": "WUA_LAW_25K_000220",
"domain": "master_scholars_academics",
"subdomain": "law::basics",
"task": "fact_check",
"difficulty": "seed",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"law",
"policy... | [
{
"source_title": "Legal Information Institute (Cornell) — general legal definitions",
"source_url": "https://www.law.cornell.edu/",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "U.S. Government Publishing Office / Congress / Courts (general)",
... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Law & Policy. Provide general, educational information only. Do not provide legal advice or apply rules to a user's personal situation."
},
{
"role": "user",
"content": "True or False (academics): He... | FALSE — Hearsay is generally inadmissible unless an exception/exemption applies. | {
"id": "WUA_LAW_25K_000221",
"domain": "master_scholars_academics",
"subdomain": "law::procedure",
"task": "fact_check",
"difficulty": "advanced",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"law",
... | [
{
"source_title": "Legal Information Institute (Cornell) — general legal definitions",
"source_url": "https://www.law.cornell.edu/",
"evidence_type": "standard",
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"domain": "master_scholars_academics",
"subdomain": "law::procedure",
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"difficulty": "core",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"law",
"pol... | [
{
"source_title": "Legal Information Institute (Cornell) — general legal definitions",
"source_url": "https://www.law.cornell.edu/",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "U.S. Government Publishing Office / Congress / Courts (general)",
... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Law & Policy. Provide general, educational information only. Do not provide legal advice or apply rules to a user's personal situation."
},
{
"role": "user",
"content": "True or False (academics): He... | FALSE — Hearsay is generally inadmissible unless an exception/exemption applies. | {
"id": "WUA_LAW_25K_000285",
"domain": "master_scholars_academics",
"subdomain": "law::procedure",
"task": "fact_check",
"difficulty": "advanced",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"law",
... | [
{
"source_title": "Legal Information Institute (Cornell) — general legal definitions",
"source_url": "https://www.law.cornell.edu/",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "U.S. Government Publishing Office / Congress / Courts (general)",
... | {
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"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Law & Policy. Provide general, educational information only. Do not provide legal advice or apply rules to a user's personal situation."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct... | TRUE — Administrative agencies may issue regulations under delegated authority and follow rulemaking procedures. | {
"id": "WUA_LAW_25K_000286",
"domain": "master_scholars_academics",
"subdomain": "law::admin",
"task": "fact_check",
"difficulty": "seed",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"law",
"policy"... | [
{
"source_title": "Legal Information Institute (Cornell) — general legal definitions",
"source_url": "https://www.law.cornell.edu/",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "U.S. Government Publishing Office / Congress / Courts (general)",
... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Law & Policy. Provide general, educational information only. Do not provide legal advice or apply rules to a user's personal situation."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct... | FALSE — Hearsay is generally inadmissible unless an exception/exemption applies. | {
"id": "WUA_LAW_25K_000287",
"domain": "master_scholars_academics",
"subdomain": "law::procedure",
"task": "fact_check",
"difficulty": "seed",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"law",
"pol... | [
{
"source_title": "Legal Information Institute (Cornell) — general legal definitions",
"source_url": "https://www.law.cornell.edu/",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "U.S. Government Publishing Office / Congress / Courts (general)",
... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Law & Policy. Provide general, educational information only. Do not provide legal advice or apply rules to a user's personal situation."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct... | TRUE — Mens rea refers to the mental state element of many crimes. | {
"id": "WUA_LAW_25K_000288",
"domain": "master_scholars_academics",
"subdomain": "law::criminal",
"task": "fact_check",
"difficulty": "seed",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"law",
"poli... | [
{
"source_title": "Legal Information Institute (Cornell) — general legal definitions",
"source_url": "https://www.law.cornell.edu/",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "U.S. Government Publishing Office / Congress / Courts (general)",
... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Law & Policy. Provide general, educational information only. Do not provide legal advice or apply rules to a user's personal situation."
},
{
"role": "user",
"content": "True or False (academics): Th... | TRUE — The burden of proof in U.S. criminal cases is typically 'beyond a reasonable doubt.' | {
"id": "WUA_LAW_25K_000289",
"domain": "master_scholars_academics",
"subdomain": "law::procedure",
"task": "fact_check",
"difficulty": "seed",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"law",
"pol... | [
{
"source_title": "Legal Information Institute (Cornell) — general legal definitions",
"source_url": "https://www.law.cornell.edu/",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "U.S. Government Publishing Office / Congress / Courts (general)",
... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Law & Policy. Provide general, educational information only. Do not provide legal advice or apply rules to a user's personal situation."
},
{
"role": "user",
"content": "Academic fact-check: TRUE/FAL... | TRUE — Negligence commonly involves duty, breach, causation, and damages. | {
"id": "WUA_LAW_25K_000290",
"domain": "master_scholars_academics",
"subdomain": "law::torts",
"task": "fact_check",
"difficulty": "core",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"law",
"policy"... | [
{
"source_title": "Legal Information Institute (Cornell) — general legal definitions",
"source_url": "https://www.law.cornell.edu/",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "U.S. Government Publishing Office / Congress / Courts (general)",
... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Law & Policy. Provide general, educational information only. Do not provide legal advice or apply rules to a user's personal situation."
},
{
"role": "user",
"content": "Academic fact-check: TRUE/FAL... | TRUE — Negligence commonly involves duty, breach, causation, and damages. | {
"id": "WUA_LAW_25K_000291",
"domain": "master_scholars_academics",
"subdomain": "law::torts",
"task": "fact_check",
"difficulty": "seed",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"law",
"policy"... | [
{
"source_title": "Legal Information Institute (Cornell) — general legal definitions",
"source_url": "https://www.law.cornell.edu/",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "U.S. Government Publishing Office / Congress / Courts (general)",
... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Law & Policy. Provide general, educational information only. Do not provide legal advice or apply rules to a user's personal situation."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct... | FALSE — A statute is a law enacted by a legislature; common law is judge-made. | {
"id": "WUA_LAW_25K_000292",
"domain": "master_scholars_academics",
"subdomain": "law::basics",
"task": "fact_check",
"difficulty": "seed",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"law",
"policy... | [
{
"source_title": "Legal Information Institute (Cornell) — general legal definitions",
"source_url": "https://www.law.cornell.edu/",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "U.S. Government Publishing Office / Congress / Courts (general)",
... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Law & Policy. Provide general, educational information only. Do not provide legal advice or apply rules to a user's personal situation."
},
{
"role": "user",
"content": "Academic fact-check: TRUE/FAL... | TRUE — Mens rea refers to the mental state element of many crimes. | {
"id": "WUA_LAW_25K_000293",
"domain": "master_scholars_academics",
"subdomain": "law::criminal",
"task": "fact_check",
"difficulty": "advanced",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"law",
"... | [
{
"source_title": "Legal Information Institute (Cornell) — general legal definitions",
"source_url": "https://www.law.cornell.edu/",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "U.S. Government Publishing Office / Congress / Courts (general)",
... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Law & Policy. Provide general, educational information only. Do not provide legal advice or apply rules to a user's personal situation."
},
{
"role": "user",
"content": "Academic fact-check: TRUE/FAL... | TRUE — Negligence commonly involves duty, breach, causation, and damages. | {
"id": "WUA_LAW_25K_000294",
"domain": "master_scholars_academics",
"subdomain": "law::torts",
"task": "fact_check",
"difficulty": "core",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"law",
"policy"... | [
{
"source_title": "Legal Information Institute (Cornell) — general legal definitions",
"source_url": "https://www.law.cornell.edu/",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "U.S. Government Publishing Office / Congress / Courts (general)",
... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Law & Policy. Provide general, educational information only. Do not provide legal advice or apply rules to a user's personal situation."
},
{
"role": "user",
"content": "True or False (academics): Ad... | TRUE — Administrative agencies may issue regulations under delegated authority and follow rulemaking procedures. | {
"id": "WUA_LAW_25K_000295",
"domain": "master_scholars_academics",
"subdomain": "law::admin",
"task": "fact_check",
"difficulty": "core",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"law",
"policy"... | [
{
"source_title": "Legal Information Institute (Cornell) — general legal definitions",
"source_url": "https://www.law.cornell.edu/",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "U.S. Government Publishing Office / Congress / Courts (general)",
... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Law & Policy. Provide general, educational information only. Do not provide legal advice or apply rules to a user's personal situation."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct... | TRUE — Negligence commonly involves duty, breach, causation, and damages. | {
"id": "WUA_LAW_25K_000296",
"domain": "master_scholars_academics",
"subdomain": "law::torts",
"task": "fact_check",
"difficulty": "seed",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"law",
"policy"... | [
{
"source_title": "Legal Information Institute (Cornell) — general legal definitions",
"source_url": "https://www.law.cornell.edu/",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "U.S. Government Publishing Office / Congress / Courts (general)",
... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Law & Policy. Provide general, educational information only. Do not provide legal advice or apply rules to a user's personal situation."
},
{
"role": "user",
"content": "True or False (academics): Ad... | TRUE — Administrative agencies may issue regulations under delegated authority and follow rulemaking procedures. | {
"id": "WUA_LAW_25K_000297",
"domain": "master_scholars_academics",
"subdomain": "law::admin",
"task": "fact_check",
"difficulty": "seed",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"law",
"policy"... | [
{
"source_title": "Legal Information Institute (Cornell) — general legal definitions",
"source_url": "https://www.law.cornell.edu/",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "U.S. Government Publishing Office / Congress / Courts (general)",
... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Law & Policy. Provide general, educational information only. Do not provide legal advice or apply rules to a user's personal situation."
},
{
"role": "user",
"content": "Academic fact-check: TRUE/FAL... | FALSE — Hearsay is generally inadmissible unless an exception/exemption applies. | {
"id": "WUA_LAW_25K_000298",
"domain": "master_scholars_academics",
"subdomain": "law::procedure",
"task": "fact_check",
"difficulty": "advanced",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"law",
... | [
{
"source_title": "Legal Information Institute (Cornell) — general legal definitions",
"source_url": "https://www.law.cornell.edu/",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "U.S. Government Publishing Office / Congress / Courts (general)",
... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Law & Policy. Provide general, educational information only. Do not provide legal advice or apply rules to a user's personal situation."
},
{
"role": "user",
"content": "Academic fact-check: TRUE/FAL... | TRUE — A contract generally requires offer, acceptance, and consideration (with jurisdictional variation). | {
"id": "WUA_LAW_25K_000299",
"domain": "master_scholars_academics",
"subdomain": "law::basics",
"task": "fact_check",
"difficulty": "core",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"law",
"policy... | [
{
"source_title": "Legal Information Institute (Cornell) — general legal definitions",
"source_url": "https://www.law.cornell.edu/",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "U.S. Government Publishing Office / Congress / Courts (general)",
... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Law & Policy. Provide general, educational information only. Do not provide legal advice or apply rules to a user's personal situation."
},
{
"role": "user",
"content": "True or False (academics): In... | TRUE — In the U.S., the Supremacy Clause provides that federal law can preempt state law. | {
"id": "WUA_LAW_25K_000300",
"domain": "master_scholars_academics",
"subdomain": "law::constitutional",
"task": "fact_check",
"difficulty": "seed",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"law",
... | [
{
"source_title": "Legal Information Institute (Cornell) — general legal definitions",
"source_url": "https://www.law.cornell.edu/",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "U.S. Government Publishing Office / Congress / Courts (general)",
... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
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