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": "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_007901",
"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_007902",
"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: Molarity is moles of solute per liter of solution."
}
]
} | TRUE — Molarity is moles of solute per liter of solution. | {
"id": "WUA_CHEM_25K_007903",
"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_007904",
"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_007905",
"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: Molarity is moles of solute per liter of solution."
... | TRUE — Molarity is moles of solute per liter of solution. | {
"id": "WUA_CHEM_25K_007906",
"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: Molarity is moles of solute per liter of solution."
}
]
} | TRUE — Molarity is moles of solute per liter of solution. | {
"id": "WUA_CHEM_25K_007907",
"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: 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_007908",
"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: The ideal gas law is PV = nRT."
}
]
} | TRUE — The ideal gas law is PV = nRT. | {
"id": "WUA_CHEM_25K_007909",
"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: 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_007910",
"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": "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_007911",
"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_007912",
"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_007913",
"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): 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_007914",
"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: 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_007915",
"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: The ideal gas law is PV = nRT."
}
]
} | TRUE — The ideal gas law is PV = nRT. | {
"id": "WUA_CHEM_25K_007916",
"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: The ideal gas law is PV = nRT."
}
]
} | TRUE — The ideal gas law is PV = nRT. | {
"id": "WUA_CHEM_25K_007917",
"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": "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_007918",
"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: 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_007919",
"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): 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_007920",
"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... | [
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} | TRUE — pH is defined as pH = -log10([H+]) where [H+] is in mol/L. | {
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} | TRUE — pH is defined as pH = -log10([H+]) where [H+] is in mol/L. | {
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]
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{
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{
"role": "user",
"content": "True or False (academics): In a neutral atom, the number of protons equals the number of electrons."
}
]
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{
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"content": "True or False (academics): The ideal gas law is PV = nRT."
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{
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{
"role": "user",
"content": "True or False (academics): Molarity is moles of solute per liter of solution."
}
]
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{
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"content": "Academic fact-check: TRUE/FALSE then corrected statement if needed: The ideal gas law is PV = nRT."
}
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{
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"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. | {
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"domain": "master_scholars_academics",
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"content": "Verify TRUE/FALSE and correct if false: Molarity is moles of solute per liter of solution."
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]
} | TRUE — Molarity is moles of solute per liter of solution. | {
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"content": "Academic fact-check: TRUE/FALSE then corrected statement if needed: The ideal gas law is PV = nRT."
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]
} | TRUE — The ideal gas law is PV = nRT. | {
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},
{
"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. | {
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"domain": "master_scholars_academics",
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{
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{
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"content": "You are WithinUsAI Master Scholars Chemistry. Provide concise, factual answers."
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{
"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. | {
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{
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{
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"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. | {
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{
"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. | {
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"domain": "master_scholars_academics",
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},
{
"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. | {
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"domain": "master_scholars_academics",
"subdomain": "chemistry::acid_base",
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"license": "cc-by-4.0",
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{
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{
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},
{
"role": "user",
"content": "True or False (academics): In a neutral atom, the number of protons equals the number of electrons."
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]
} | TRUE — In a neutral atom, the number of protons equals the number of electrons. | {
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"domain": "master_scholars_academics",
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"wrapper": "verify_true_false",
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"license": "cc-by-4.0",
"tags": [
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{
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{
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{
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{
"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. | {
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"domain": "master_scholars_academics",
"subdomain": "chemistry::acid_base",
"task": "fact_check",
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{
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{
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{
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"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. | {
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{
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},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct if false: One mole contains approximately 6.022×10^23 entities."
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"domain": "master_scholars_academics",
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{
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{
"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. | {
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"domain": "master_scholars_academics",
"subdomain": "chemistry::acid_base",
"task": "fact_check",
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"truth_mode": "verifiable_fact",
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"license": "cc-by-4.0",
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{
"messages": [
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"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. | {
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"domain": "master_scholars_academics",
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"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_008000",
"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"
} |
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