prompt dict | response stringlengths 10 165 | meta dict | fact_sources listlengths 1 3 | artifacts dict |
|---|---|---|---|---|
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "True or False (academics): One mole contains approximately 6.022×10^23 entities."
}
]
} | TRUE — One mole contains approximately 6.022×10^23 entities. | {
"id": "WUA_CHEM_25K_001301",
"domain": "master_scholars_academics",
"subdomain": "chemistry::stoichiometry",
"task": "fact_check",
"difficulty": "seed",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"che... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "True or False (academics): The ideal gas law is PV = nRT."
}
]
} | TRUE — The ideal gas law is PV = nRT. | {
"id": "WUA_CHEM_25K_001302",
"domain": "master_scholars_academics",
"subdomain": "chemistry::gas_laws",
"task": "fact_check",
"difficulty": "seed",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"chemistr... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "Academic fact-check: TRUE/FALSE then corrected statement if needed: One mole contains approximately 6.022×10^23 entities... | TRUE — One mole contains approximately 6.022×10^23 entities. | {
"id": "WUA_CHEM_25K_001303",
"domain": "master_scholars_academics",
"subdomain": "chemistry::stoichiometry",
"task": "fact_check",
"difficulty": "core",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"che... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct if false: The ideal gas law is PV = nRT."
}
]
} | TRUE — The ideal gas law is PV = nRT. | {
"id": "WUA_CHEM_25K_001304",
"domain": "master_scholars_academics",
"subdomain": "chemistry::gas_laws",
"task": "fact_check",
"difficulty": "advanced",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"chem... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "True or False (academics): The ideal gas law is PV = nRT."
}
]
} | TRUE — The ideal gas law is PV = nRT. | {
"id": "WUA_CHEM_25K_001305",
"domain": "master_scholars_academics",
"subdomain": "chemistry::gas_laws",
"task": "fact_check",
"difficulty": "advanced",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"chem... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "Academic fact-check: TRUE/FALSE then corrected statement if needed: pH is defined as pH = -log10([H+]) where [H+] is in ... | TRUE — pH is defined as pH = -log10([H+]) where [H+] is in mol/L. | {
"id": "WUA_CHEM_25K_001306",
"domain": "master_scholars_academics",
"subdomain": "chemistry::acid_base",
"task": "fact_check",
"difficulty": "seed",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"chemist... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "True or False (academics): pH is defined as pH = -log10([H+]) where [H+] is in mol/L."
}
]
} | TRUE — pH is defined as pH = -log10([H+]) where [H+] is in mol/L. | {
"id": "WUA_CHEM_25K_001307",
"domain": "master_scholars_academics",
"subdomain": "chemistry::acid_base",
"task": "fact_check",
"difficulty": "seed",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"chemist... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "True or False (academics): Atomic number equals the number of neutrons in the nucleus."
}
]
} | FALSE — Atomic number equals the number of protons in the nucleus. | {
"id": "WUA_CHEM_25K_001308",
"domain": "master_scholars_academics",
"subdomain": "chemistry::periodic_table",
"task": "fact_check",
"difficulty": "core",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"ch... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct if false: Molarity is moles of solute per liter of solution."
}
]
} | TRUE — Molarity is moles of solute per liter of solution. | {
"id": "WUA_CHEM_25K_001309",
"domain": "master_scholars_academics",
"subdomain": "chemistry::solutions",
"task": "fact_check",
"difficulty": "core",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"chemist... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct if false: The ideal gas law is PV = nRT."
}
]
} | TRUE — The ideal gas law is PV = nRT. | {
"id": "WUA_CHEM_25K_001310",
"domain": "master_scholars_academics",
"subdomain": "chemistry::gas_laws",
"task": "fact_check",
"difficulty": "core",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"chemistr... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "Academic fact-check: TRUE/FALSE then corrected statement if needed: One mole contains approximately 6.022×10^23 entities... | TRUE — One mole contains approximately 6.022×10^23 entities. | {
"id": "WUA_CHEM_25K_001311",
"domain": "master_scholars_academics",
"subdomain": "chemistry::stoichiometry",
"task": "fact_check",
"difficulty": "core",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"che... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct if false: Atomic number equals the number of neutrons in the nucleus."
}
]
} | FALSE — Atomic number equals the number of protons in the nucleus. | {
"id": "WUA_CHEM_25K_001312",
"domain": "master_scholars_academics",
"subdomain": "chemistry::periodic_table",
"task": "fact_check",
"difficulty": "core",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"ch... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "Academic fact-check: TRUE/FALSE then corrected statement if needed: pH is defined as pH = -log10([H+]) where [H+] is in ... | TRUE — pH is defined as pH = -log10([H+]) where [H+] is in mol/L. | {
"id": "WUA_CHEM_25K_001313",
"domain": "master_scholars_academics",
"subdomain": "chemistry::acid_base",
"task": "fact_check",
"difficulty": "seed",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"chemist... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "Academic fact-check: TRUE/FALSE then corrected statement if needed: Atomic number equals the number of neutrons in the n... | FALSE — Atomic number equals the number of protons in the nucleus. | {
"id": "WUA_CHEM_25K_001314",
"domain": "master_scholars_academics",
"subdomain": "chemistry::periodic_table",
"task": "fact_check",
"difficulty": "seed",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"ch... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct if false: In a neutral atom, the number of protons equals the number of electrons."
}
... | TRUE — In a neutral atom, the number of protons equals the number of electrons. | {
"id": "WUA_CHEM_25K_001315",
"domain": "master_scholars_academics",
"subdomain": "chemistry::atomic_structure",
"task": "fact_check",
"difficulty": "seed",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "Academic fact-check: TRUE/FALSE then corrected statement if needed: Molarity is moles of solute per liter of solution."
... | TRUE — Molarity is moles of solute per liter of solution. | {
"id": "WUA_CHEM_25K_001316",
"domain": "master_scholars_academics",
"subdomain": "chemistry::solutions",
"task": "fact_check",
"difficulty": "seed",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"chemist... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "True or False (academics): Molarity is moles of solute per liter of solution."
}
]
} | TRUE — Molarity is moles of solute per liter of solution. | {
"id": "WUA_CHEM_25K_001317",
"domain": "master_scholars_academics",
"subdomain": "chemistry::solutions",
"task": "fact_check",
"difficulty": "advanced",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"che... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "True or False (academics): Atomic number equals the number of neutrons in the nucleus."
}
]
} | FALSE — Atomic number equals the number of protons in the nucleus. | {
"id": "WUA_CHEM_25K_001318",
"domain": "master_scholars_academics",
"subdomain": "chemistry::periodic_table",
"task": "fact_check",
"difficulty": "core",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"ch... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "Academic fact-check: TRUE/FALSE then corrected statement if needed: Molarity is moles of solute per liter of solution."
... | TRUE — Molarity is moles of solute per liter of solution. | {
"id": "WUA_CHEM_25K_001319",
"domain": "master_scholars_academics",
"subdomain": "chemistry::solutions",
"task": "fact_check",
"difficulty": "advanced",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"che... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "Academic fact-check: TRUE/FALSE then corrected statement if needed: In a neutral atom, the number of protons equals the ... | TRUE — In a neutral atom, the number of protons equals the number of electrons. | {
"id": "WUA_CHEM_25K_001320",
"domain": "master_scholars_academics",
"subdomain": "chemistry::atomic_structure",
"task": "fact_check",
"difficulty": "core",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "Academic fact-check: TRUE/FALSE then corrected statement if needed: pH is defined as pH = -log10([H+]) where [H+] is in ... | TRUE — pH is defined as pH = -log10([H+]) where [H+] is in mol/L. | {
"id": "WUA_CHEM_25K_001321",
"domain": "master_scholars_academics",
"subdomain": "chemistry::acid_base",
"task": "fact_check",
"difficulty": "seed",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"chemist... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "True or False (academics): One mole contains approximately 6.022×10^23 entities."
}
]
} | TRUE — One mole contains approximately 6.022×10^23 entities. | {
"id": "WUA_CHEM_25K_001322",
"domain": "master_scholars_academics",
"subdomain": "chemistry::stoichiometry",
"task": "fact_check",
"difficulty": "core",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"che... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct if false: The ideal gas law is PV = nRT."
}
]
} | TRUE — The ideal gas law is PV = nRT. | {
"id": "WUA_CHEM_25K_001323",
"domain": "master_scholars_academics",
"subdomain": "chemistry::gas_laws",
"task": "fact_check",
"difficulty": "seed",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"chemistr... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "Academic fact-check: TRUE/FALSE then corrected statement if needed: Molarity is moles of solute per liter of solution."
... | TRUE — Molarity is moles of solute per liter of solution. | {
"id": "WUA_CHEM_25K_001324",
"domain": "master_scholars_academics",
"subdomain": "chemistry::solutions",
"task": "fact_check",
"difficulty": "advanced",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"che... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "True or False (academics): Atomic number equals the number of neutrons in the nucleus."
}
]
} | FALSE — Atomic number equals the number of protons in the nucleus. | {
"id": "WUA_CHEM_25K_001325",
"domain": "master_scholars_academics",
"subdomain": "chemistry::periodic_table",
"task": "fact_check",
"difficulty": "core",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"ch... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "Academic fact-check: TRUE/FALSE then corrected statement if needed: One mole contains approximately 6.022×10^23 entities... | TRUE — One mole contains approximately 6.022×10^23 entities. | {
"id": "WUA_CHEM_25K_001326",
"domain": "master_scholars_academics",
"subdomain": "chemistry::stoichiometry",
"task": "fact_check",
"difficulty": "seed",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"che... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct if false: pH is defined as pH = -log10([H+]) where [H+] is in mol/L."
}
]
} | TRUE — pH is defined as pH = -log10([H+]) where [H+] is in mol/L. | {
"id": "WUA_CHEM_25K_001327",
"domain": "master_scholars_academics",
"subdomain": "chemistry::acid_base",
"task": "fact_check",
"difficulty": "core",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"chemist... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct if false: In a neutral atom, the number of protons equals the number of electrons."
}
... | TRUE — In a neutral atom, the number of protons equals the number of electrons. | {
"id": "WUA_CHEM_25K_001328",
"domain": "master_scholars_academics",
"subdomain": "chemistry::atomic_structure",
"task": "fact_check",
"difficulty": "core",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "Academic fact-check: TRUE/FALSE then corrected statement if needed: Atomic number equals the number of neutrons in the n... | FALSE — Atomic number equals the number of protons in the nucleus. | {
"id": "WUA_CHEM_25K_001329",
"domain": "master_scholars_academics",
"subdomain": "chemistry::periodic_table",
"task": "fact_check",
"difficulty": "seed",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"ch... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "Academic fact-check: TRUE/FALSE then corrected statement if needed: pH is defined as pH = -log10([H+]) where [H+] is in ... | TRUE — pH is defined as pH = -log10([H+]) where [H+] is in mol/L. | {
"id": "WUA_CHEM_25K_001330",
"domain": "master_scholars_academics",
"subdomain": "chemistry::acid_base",
"task": "fact_check",
"difficulty": "core",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"chemist... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "True or False (academics): One mole contains approximately 6.022×10^23 entities."
}
]
} | TRUE — One mole contains approximately 6.022×10^23 entities. | {
"id": "WUA_CHEM_25K_001331",
"domain": "master_scholars_academics",
"subdomain": "chemistry::stoichiometry",
"task": "fact_check",
"difficulty": "advanced",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "True or False (academics): pH is defined as pH = -log10([H+]) where [H+] is in mol/L."
}
]
} | TRUE — pH is defined as pH = -log10([H+]) where [H+] is in mol/L. | {
"id": "WUA_CHEM_25K_001332",
"domain": "master_scholars_academics",
"subdomain": "chemistry::acid_base",
"task": "fact_check",
"difficulty": "seed",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"chemist... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct if false: In a neutral atom, the number of protons equals the number of electrons."
}
... | TRUE — In a neutral atom, the number of protons equals the number of electrons. | {
"id": "WUA_CHEM_25K_001333",
"domain": "master_scholars_academics",
"subdomain": "chemistry::atomic_structure",
"task": "fact_check",
"difficulty": "core",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "Academic fact-check: TRUE/FALSE then corrected statement if needed: Molarity is moles of solute per liter of solution."
... | TRUE — Molarity is moles of solute per liter of solution. | {
"id": "WUA_CHEM_25K_001334",
"domain": "master_scholars_academics",
"subdomain": "chemistry::solutions",
"task": "fact_check",
"difficulty": "core",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"chemist... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "Academic fact-check: TRUE/FALSE then corrected statement if needed: In a neutral atom, the number of protons equals the ... | TRUE — In a neutral atom, the number of protons equals the number of electrons. | {
"id": "WUA_CHEM_25K_001335",
"domain": "master_scholars_academics",
"subdomain": "chemistry::atomic_structure",
"task": "fact_check",
"difficulty": "seed",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct if false: The ideal gas law is PV = nRT."
}
]
} | TRUE — The ideal gas law is PV = nRT. | {
"id": "WUA_CHEM_25K_001336",
"domain": "master_scholars_academics",
"subdomain": "chemistry::gas_laws",
"task": "fact_check",
"difficulty": "core",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"chemistr... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct if false: pH is defined as pH = -log10([H+]) where [H+] is in mol/L."
}
]
} | TRUE — pH is defined as pH = -log10([H+]) where [H+] is in mol/L. | {
"id": "WUA_CHEM_25K_001337",
"domain": "master_scholars_academics",
"subdomain": "chemistry::acid_base",
"task": "fact_check",
"difficulty": "advanced",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"che... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct if false: Molarity is moles of solute per liter of solution."
}
]
} | TRUE — Molarity is moles of solute per liter of solution. | {
"id": "WUA_CHEM_25K_001338",
"domain": "master_scholars_academics",
"subdomain": "chemistry::solutions",
"task": "fact_check",
"difficulty": "advanced",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"che... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "Academic fact-check: TRUE/FALSE then corrected statement if needed: pH is defined as pH = -log10([H+]) where [H+] is in ... | TRUE — pH is defined as pH = -log10([H+]) where [H+] is in mol/L. | {
"id": "WUA_CHEM_25K_001339",
"domain": "master_scholars_academics",
"subdomain": "chemistry::acid_base",
"task": "fact_check",
"difficulty": "core",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"chemist... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "True or False (academics): Molarity is moles of solute per liter of solution."
}
]
} | TRUE — Molarity is moles of solute per liter of solution. | {
"id": "WUA_CHEM_25K_001340",
"domain": "master_scholars_academics",
"subdomain": "chemistry::solutions",
"task": "fact_check",
"difficulty": "seed",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"chemist... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "Academic fact-check: TRUE/FALSE then corrected statement if needed: Atomic number equals the number of neutrons in the n... | FALSE — Atomic number equals the number of protons in the nucleus. | {
"id": "WUA_CHEM_25K_001341",
"domain": "master_scholars_academics",
"subdomain": "chemistry::periodic_table",
"task": "fact_check",
"difficulty": "advanced",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "Academic fact-check: TRUE/FALSE then corrected statement if needed: Molarity is moles of solute per liter of solution."
... | TRUE — Molarity is moles of solute per liter of solution. | {
"id": "WUA_CHEM_25K_001342",
"domain": "master_scholars_academics",
"subdomain": "chemistry::solutions",
"task": "fact_check",
"difficulty": "core",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"chemist... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct if false: One mole contains approximately 6.022×10^23 entities."
}
]
} | TRUE — One mole contains approximately 6.022×10^23 entities. | {
"id": "WUA_CHEM_25K_001343",
"domain": "master_scholars_academics",
"subdomain": "chemistry::stoichiometry",
"task": "fact_check",
"difficulty": "seed",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"che... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct if false: In a neutral atom, the number of protons equals the number of electrons."
}
... | TRUE — In a neutral atom, the number of protons equals the number of electrons. | {
"id": "WUA_CHEM_25K_001344",
"domain": "master_scholars_academics",
"subdomain": "chemistry::atomic_structure",
"task": "fact_check",
"difficulty": "advanced",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "True or False (academics): One mole contains approximately 6.022×10^23 entities."
}
]
} | TRUE — One mole contains approximately 6.022×10^23 entities. | {
"id": "WUA_CHEM_25K_001345",
"domain": "master_scholars_academics",
"subdomain": "chemistry::stoichiometry",
"task": "fact_check",
"difficulty": "advanced",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct if false: Atomic number equals the number of neutrons in the nucleus."
}
]
} | FALSE — Atomic number equals the number of protons in the nucleus. | {
"id": "WUA_CHEM_25K_001346",
"domain": "master_scholars_academics",
"subdomain": "chemistry::periodic_table",
"task": "fact_check",
"difficulty": "advanced",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "Academic fact-check: TRUE/FALSE then corrected statement if needed: Molarity is moles of solute per liter of solution."
... | TRUE — Molarity is moles of solute per liter of solution. | {
"id": "WUA_CHEM_25K_001347",
"domain": "master_scholars_academics",
"subdomain": "chemistry::solutions",
"task": "fact_check",
"difficulty": "seed",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"chemist... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct if false: Atomic number equals the number of neutrons in the nucleus."
}
]
} | FALSE — Atomic number equals the number of protons in the nucleus. | {
"id": "WUA_CHEM_25K_001348",
"domain": "master_scholars_academics",
"subdomain": "chemistry::periodic_table",
"task": "fact_check",
"difficulty": "seed",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"ch... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "True or False (academics): Atomic number equals the number of neutrons in the nucleus."
}
]
} | FALSE — Atomic number equals the number of protons in the nucleus. | {
"id": "WUA_CHEM_25K_001349",
"domain": "master_scholars_academics",
"subdomain": "chemistry::periodic_table",
"task": "fact_check",
"difficulty": "core",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"ch... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "True or False (academics): One mole contains approximately 6.022×10^23 entities."
}
]
} | TRUE — One mole contains approximately 6.022×10^23 entities. | {
"id": "WUA_CHEM_25K_001350",
"domain": "master_scholars_academics",
"subdomain": "chemistry::stoichiometry",
"task": "fact_check",
"difficulty": "advanced",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct if false: pH is defined as pH = -log10([H+]) where [H+] is in mol/L."
}
]
} | TRUE — pH is defined as pH = -log10([H+]) where [H+] is in mol/L. | {
"id": "WUA_CHEM_25K_001351",
"domain": "master_scholars_academics",
"subdomain": "chemistry::acid_base",
"task": "fact_check",
"difficulty": "core",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"chemist... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "True or False (academics): One mole contains approximately 6.022×10^23 entities."
}
]
} | TRUE — One mole contains approximately 6.022×10^23 entities. | {
"id": "WUA_CHEM_25K_001352",
"domain": "master_scholars_academics",
"subdomain": "chemistry::stoichiometry",
"task": "fact_check",
"difficulty": "core",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"che... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "Academic fact-check: TRUE/FALSE then corrected statement if needed: One mole contains approximately 6.022×10^23 entities... | TRUE — One mole contains approximately 6.022×10^23 entities. | {
"id": "WUA_CHEM_25K_001353",
"domain": "master_scholars_academics",
"subdomain": "chemistry::stoichiometry",
"task": "fact_check",
"difficulty": "seed",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"che... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "Academic fact-check: TRUE/FALSE then corrected statement if needed: Molarity is moles of solute per liter of solution."
... | TRUE — Molarity is moles of solute per liter of solution. | {
"id": "WUA_CHEM_25K_001354",
"domain": "master_scholars_academics",
"subdomain": "chemistry::solutions",
"task": "fact_check",
"difficulty": "core",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"chemist... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "Academic fact-check: TRUE/FALSE then corrected statement if needed: One mole contains approximately 6.022×10^23 entities... | TRUE — One mole contains approximately 6.022×10^23 entities. | {
"id": "WUA_CHEM_25K_001355",
"domain": "master_scholars_academics",
"subdomain": "chemistry::stoichiometry",
"task": "fact_check",
"difficulty": "advanced",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct if false: One mole contains approximately 6.022×10^23 entities."
}
]
} | TRUE — One mole contains approximately 6.022×10^23 entities. | {
"id": "WUA_CHEM_25K_001356",
"domain": "master_scholars_academics",
"subdomain": "chemistry::stoichiometry",
"task": "fact_check",
"difficulty": "advanced",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct if false: Atomic number equals the number of neutrons in the nucleus."
}
]
} | FALSE — Atomic number equals the number of protons in the nucleus. | {
"id": "WUA_CHEM_25K_001357",
"domain": "master_scholars_academics",
"subdomain": "chemistry::periodic_table",
"task": "fact_check",
"difficulty": "seed",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"ch... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "Academic fact-check: TRUE/FALSE then corrected statement if needed: The ideal gas law is PV = nRT."
}
]
} | TRUE — The ideal gas law is PV = nRT. | {
"id": "WUA_CHEM_25K_001358",
"domain": "master_scholars_academics",
"subdomain": "chemistry::gas_laws",
"task": "fact_check",
"difficulty": "seed",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"chemistr... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "Academic fact-check: TRUE/FALSE then corrected statement if needed: One mole contains approximately 6.022×10^23 entities... | TRUE — One mole contains approximately 6.022×10^23 entities. | {
"id": "WUA_CHEM_25K_001359",
"domain": "master_scholars_academics",
"subdomain": "chemistry::stoichiometry",
"task": "fact_check",
"difficulty": "seed",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"che... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "True or False (academics): Atomic number equals the number of neutrons in the nucleus."
}
]
} | FALSE — Atomic number equals the number of protons in the nucleus. | {
"id": "WUA_CHEM_25K_001360",
"domain": "master_scholars_academics",
"subdomain": "chemistry::periodic_table",
"task": "fact_check",
"difficulty": "seed",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"ch... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "True or False (academics): Molarity is moles of solute per liter of solution."
}
]
} | TRUE — Molarity is moles of solute per liter of solution. | {
"id": "WUA_CHEM_25K_001361",
"domain": "master_scholars_academics",
"subdomain": "chemistry::solutions",
"task": "fact_check",
"difficulty": "advanced",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"che... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct if false: Atomic number equals the number of neutrons in the nucleus."
}
]
} | FALSE — Atomic number equals the number of protons in the nucleus. | {
"id": "WUA_CHEM_25K_001362",
"domain": "master_scholars_academics",
"subdomain": "chemistry::periodic_table",
"task": "fact_check",
"difficulty": "seed",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"ch... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct if false: pH is defined as pH = -log10([H+]) where [H+] is in mol/L."
}
]
} | TRUE — pH is defined as pH = -log10([H+]) where [H+] is in mol/L. | {
"id": "WUA_CHEM_25K_001363",
"domain": "master_scholars_academics",
"subdomain": "chemistry::acid_base",
"task": "fact_check",
"difficulty": "core",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"chemist... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "Academic fact-check: TRUE/FALSE then corrected statement if needed: pH is defined as pH = -log10([H+]) where [H+] is in ... | TRUE — pH is defined as pH = -log10([H+]) where [H+] is in mol/L. | {
"id": "WUA_CHEM_25K_001364",
"domain": "master_scholars_academics",
"subdomain": "chemistry::acid_base",
"task": "fact_check",
"difficulty": "advanced",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"che... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "True or False (academics): Molarity is moles of solute per liter of solution."
}
]
} | TRUE — Molarity is moles of solute per liter of solution. | {
"id": "WUA_CHEM_25K_001365",
"domain": "master_scholars_academics",
"subdomain": "chemistry::solutions",
"task": "fact_check",
"difficulty": "core",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"chemist... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "True or False (academics): The ideal gas law is PV = nRT."
}
]
} | TRUE — The ideal gas law is PV = nRT. | {
"id": "WUA_CHEM_25K_001366",
"domain": "master_scholars_academics",
"subdomain": "chemistry::gas_laws",
"task": "fact_check",
"difficulty": "core",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"chemistr... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "True or False (academics): One mole contains approximately 6.022×10^23 entities."
}
]
} | TRUE — One mole contains approximately 6.022×10^23 entities. | {
"id": "WUA_CHEM_25K_001367",
"domain": "master_scholars_academics",
"subdomain": "chemistry::stoichiometry",
"task": "fact_check",
"difficulty": "seed",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"che... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "True or False (academics): One mole contains approximately 6.022×10^23 entities."
}
]
} | TRUE — One mole contains approximately 6.022×10^23 entities. | {
"id": "WUA_CHEM_25K_001368",
"domain": "master_scholars_academics",
"subdomain": "chemistry::stoichiometry",
"task": "fact_check",
"difficulty": "advanced",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "True or False (academics): Molarity is moles of solute per liter of solution."
}
]
} | TRUE — Molarity is moles of solute per liter of solution. | {
"id": "WUA_CHEM_25K_001369",
"domain": "master_scholars_academics",
"subdomain": "chemistry::solutions",
"task": "fact_check",
"difficulty": "seed",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"chemist... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "Academic fact-check: TRUE/FALSE then corrected statement if needed: In a neutral atom, the number of protons equals the ... | TRUE — In a neutral atom, the number of protons equals the number of electrons. | {
"id": "WUA_CHEM_25K_001370",
"domain": "master_scholars_academics",
"subdomain": "chemistry::atomic_structure",
"task": "fact_check",
"difficulty": "advanced",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "Academic fact-check: TRUE/FALSE then corrected statement if needed: pH is defined as pH = -log10([H+]) where [H+] is in ... | TRUE — pH is defined as pH = -log10([H+]) where [H+] is in mol/L. | {
"id": "WUA_CHEM_25K_001371",
"domain": "master_scholars_academics",
"subdomain": "chemistry::acid_base",
"task": "fact_check",
"difficulty": "seed",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"chemist... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "Academic fact-check: TRUE/FALSE then corrected statement if needed: Atomic number equals the number of neutrons in the n... | FALSE — Atomic number equals the number of protons in the nucleus. | {
"id": "WUA_CHEM_25K_001372",
"domain": "master_scholars_academics",
"subdomain": "chemistry::periodic_table",
"task": "fact_check",
"difficulty": "core",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"ch... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct if false: Molarity is moles of solute per liter of solution."
}
]
} | TRUE — Molarity is moles of solute per liter of solution. | {
"id": "WUA_CHEM_25K_001373",
"domain": "master_scholars_academics",
"subdomain": "chemistry::solutions",
"task": "fact_check",
"difficulty": "core",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"chemist... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct if false: In a neutral atom, the number of protons equals the number of electrons."
}
... | TRUE — In a neutral atom, the number of protons equals the number of electrons. | {
"id": "WUA_CHEM_25K_001374",
"domain": "master_scholars_academics",
"subdomain": "chemistry::atomic_structure",
"task": "fact_check",
"difficulty": "advanced",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "Academic fact-check: TRUE/FALSE then corrected statement if needed: In a neutral atom, the number of protons equals the ... | TRUE — In a neutral atom, the number of protons equals the number of electrons. | {
"id": "WUA_CHEM_25K_001375",
"domain": "master_scholars_academics",
"subdomain": "chemistry::atomic_structure",
"task": "fact_check",
"difficulty": "core",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct if false: Molarity is moles of solute per liter of solution."
}
]
} | TRUE — Molarity is moles of solute per liter of solution. | {
"id": "WUA_CHEM_25K_001376",
"domain": "master_scholars_academics",
"subdomain": "chemistry::solutions",
"task": "fact_check",
"difficulty": "core",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"chemist... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct if false: Molarity is moles of solute per liter of solution."
}
]
} | TRUE — Molarity is moles of solute per liter of solution. | {
"id": "WUA_CHEM_25K_001377",
"domain": "master_scholars_academics",
"subdomain": "chemistry::solutions",
"task": "fact_check",
"difficulty": "core",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"chemist... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "Academic fact-check: TRUE/FALSE then corrected statement if needed: Atomic number equals the number of neutrons in the n... | FALSE — Atomic number equals the number of protons in the nucleus. | {
"id": "WUA_CHEM_25K_001378",
"domain": "master_scholars_academics",
"subdomain": "chemistry::periodic_table",
"task": "fact_check",
"difficulty": "seed",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"ch... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "Academic fact-check: TRUE/FALSE then corrected statement if needed: In a neutral atom, the number of protons equals the ... | TRUE — In a neutral atom, the number of protons equals the number of electrons. | {
"id": "WUA_CHEM_25K_001379",
"domain": "master_scholars_academics",
"subdomain": "chemistry::atomic_structure",
"task": "fact_check",
"difficulty": "core",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "True or False (academics): In a neutral atom, the number of protons equals the number of electrons."
}
]
} | TRUE — In a neutral atom, the number of protons equals the number of electrons. | {
"id": "WUA_CHEM_25K_001380",
"domain": "master_scholars_academics",
"subdomain": "chemistry::atomic_structure",
"task": "fact_check",
"difficulty": "advanced",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "Academic fact-check: TRUE/FALSE then corrected statement if needed: Molarity is moles of solute per liter of solution."
... | TRUE — Molarity is moles of solute per liter of solution. | {
"id": "WUA_CHEM_25K_001381",
"domain": "master_scholars_academics",
"subdomain": "chemistry::solutions",
"task": "fact_check",
"difficulty": "core",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"chemist... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct if false: pH is defined as pH = -log10([H+]) where [H+] is in mol/L."
}
]
} | TRUE — pH is defined as pH = -log10([H+]) where [H+] is in mol/L. | {
"id": "WUA_CHEM_25K_001382",
"domain": "master_scholars_academics",
"subdomain": "chemistry::acid_base",
"task": "fact_check",
"difficulty": "advanced",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"che... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "Academic fact-check: TRUE/FALSE then corrected statement if needed: One mole contains approximately 6.022×10^23 entities... | TRUE — One mole contains approximately 6.022×10^23 entities. | {
"id": "WUA_CHEM_25K_001383",
"domain": "master_scholars_academics",
"subdomain": "chemistry::stoichiometry",
"task": "fact_check",
"difficulty": "core",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"che... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct if false: Molarity is moles of solute per liter of solution."
}
]
} | TRUE — Molarity is moles of solute per liter of solution. | {
"id": "WUA_CHEM_25K_001384",
"domain": "master_scholars_academics",
"subdomain": "chemistry::solutions",
"task": "fact_check",
"difficulty": "seed",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"chemist... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct if false: Molarity is moles of solute per liter of solution."
}
]
} | TRUE — Molarity is moles of solute per liter of solution. | {
"id": "WUA_CHEM_25K_001385",
"domain": "master_scholars_academics",
"subdomain": "chemistry::solutions",
"task": "fact_check",
"difficulty": "core",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"chemist... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "True or False (academics): In a neutral atom, the number of protons equals the number of electrons."
}
]
} | TRUE — In a neutral atom, the number of protons equals the number of electrons. | {
"id": "WUA_CHEM_25K_001386",
"domain": "master_scholars_academics",
"subdomain": "chemistry::atomic_structure",
"task": "fact_check",
"difficulty": "core",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "True or False (academics): In a neutral atom, the number of protons equals the number of electrons."
}
]
} | TRUE — In a neutral atom, the number of protons equals the number of electrons. | {
"id": "WUA_CHEM_25K_001387",
"domain": "master_scholars_academics",
"subdomain": "chemistry::atomic_structure",
"task": "fact_check",
"difficulty": "advanced",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "Academic fact-check: TRUE/FALSE then corrected statement if needed: One mole contains approximately 6.022×10^23 entities... | TRUE — One mole contains approximately 6.022×10^23 entities. | {
"id": "WUA_CHEM_25K_001388",
"domain": "master_scholars_academics",
"subdomain": "chemistry::stoichiometry",
"task": "fact_check",
"difficulty": "core",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"che... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "True or False (academics): One mole contains approximately 6.022×10^23 entities."
}
]
} | TRUE — One mole contains approximately 6.022×10^23 entities. | {
"id": "WUA_CHEM_25K_001389",
"domain": "master_scholars_academics",
"subdomain": "chemistry::stoichiometry",
"task": "fact_check",
"difficulty": "advanced",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct if false: pH is defined as pH = -log10([H+]) where [H+] is in mol/L."
}
]
} | TRUE — pH is defined as pH = -log10([H+]) where [H+] is in mol/L. | {
"id": "WUA_CHEM_25K_001390",
"domain": "master_scholars_academics",
"subdomain": "chemistry::acid_base",
"task": "fact_check",
"difficulty": "advanced",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"che... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct if false: pH is defined as pH = -log10([H+]) where [H+] is in mol/L."
}
]
} | TRUE — pH is defined as pH = -log10([H+]) where [H+] is in mol/L. | {
"id": "WUA_CHEM_25K_001391",
"domain": "master_scholars_academics",
"subdomain": "chemistry::acid_base",
"task": "fact_check",
"difficulty": "seed",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"chemist... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct if false: pH is defined as pH = -log10([H+]) where [H+] is in mol/L."
}
]
} | TRUE — pH is defined as pH = -log10([H+]) where [H+] is in mol/L. | {
"id": "WUA_CHEM_25K_001392",
"domain": "master_scholars_academics",
"subdomain": "chemistry::acid_base",
"task": "fact_check",
"difficulty": "seed",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"chemist... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct if false: Atomic number equals the number of neutrons in the nucleus."
}
]
} | FALSE — Atomic number equals the number of protons in the nucleus. | {
"id": "WUA_CHEM_25K_001393",
"domain": "master_scholars_academics",
"subdomain": "chemistry::periodic_table",
"task": "fact_check",
"difficulty": "advanced",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "True or False (academics): Molarity is moles of solute per liter of solution."
}
]
} | TRUE — Molarity is moles of solute per liter of solution. | {
"id": "WUA_CHEM_25K_001394",
"domain": "master_scholars_academics",
"subdomain": "chemistry::solutions",
"task": "fact_check",
"difficulty": "core",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"chemist... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct if false: Molarity is moles of solute per liter of solution."
}
]
} | TRUE — Molarity is moles of solute per liter of solution. | {
"id": "WUA_CHEM_25K_001395",
"domain": "master_scholars_academics",
"subdomain": "chemistry::solutions",
"task": "fact_check",
"difficulty": "advanced",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"che... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "Academic fact-check: TRUE/FALSE then corrected statement if needed: In a neutral atom, the number of protons equals the ... | TRUE — In a neutral atom, the number of protons equals the number of electrons. | {
"id": "WUA_CHEM_25K_001396",
"domain": "master_scholars_academics",
"subdomain": "chemistry::atomic_structure",
"task": "fact_check",
"difficulty": "core",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "Academic fact-check: TRUE/FALSE then corrected statement if needed: pH is defined as pH = -log10([H+]) where [H+] is in ... | TRUE — pH is defined as pH = -log10([H+]) where [H+] is in mol/L. | {
"id": "WUA_CHEM_25K_001397",
"domain": "master_scholars_academics",
"subdomain": "chemistry::acid_base",
"task": "fact_check",
"difficulty": "core",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"chemist... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct if false: pH is defined as pH = -log10([H+]) where [H+] is in mol/L."
}
]
} | TRUE — pH is defined as pH = -log10([H+]) where [H+] is in mol/L. | {
"id": "WUA_CHEM_25K_001398",
"domain": "master_scholars_academics",
"subdomain": "chemistry::acid_base",
"task": "fact_check",
"difficulty": "seed",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"chemist... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "Academic fact-check: TRUE/FALSE then corrected statement if needed: One mole contains approximately 6.022×10^23 entities... | TRUE — One mole contains approximately 6.022×10^23 entities. | {
"id": "WUA_CHEM_25K_001399",
"domain": "master_scholars_academics",
"subdomain": "chemistry::stoichiometry",
"task": "fact_check",
"difficulty": "core",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"che... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
},
{
"role": "user",
"content": "True or False (academics): pH is defined as pH = -log10([H+]) where [H+] is in mol/L."
}
]
} | TRUE — pH is defined as pH = -log10([H+]) where [H+] is in mol/L. | {
"id": "WUA_CHEM_25K_001400",
"domain": "master_scholars_academics",
"subdomain": "chemistry::acid_base",
"task": "fact_check",
"difficulty": "seed",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:02:58",
"license": "cc-by-4.0",
"tags": [
"chemist... | [
{
"source_title": "OpenStax Chemistry 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/chemistry-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:02:58"
},
{
"source_title": "IUPAC Gold Book",
"source_url": "https://goldbook.iupac.org/",
"evidence... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.