prompt dict | response string | meta dict | fact_sources list | artifacts dict |
|---|---|---|---|---|
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Biology. Provide concise, factual answers. If uncertain, say so."
},
{
"role": "user",
"content": "True or False (academics): Primary producers convert energy (often via photosynthesis) into biomass at the base of many ecosystems."
}
]
} | TRUE — Primary producers convert energy (often via photosynthesis) into biomass at the base of many ecosystems. | {
"id": "WUA_BIO_25K_000101",
"domain": "master_scholars_academics",
"subdomain": "bio::ecology",
"task": "fact_check",
"difficulty": "core",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"biology",
"academics",
"verification"
]
} | [
{
"source_title": "OpenStax Biology 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/biology-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "NCBI Bookshelf (biomedical references)",
"source_url": "https://www.ncbi.nlm.nih... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Biology. Provide concise, factual answers. If uncertain, say so."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct if false: Meiosis produces four genetically identical haploid cells."
}
]
} | FALSE — Meiosis produces haploid cells that are genetically diverse due to recombination/independent assortment. | {
"id": "WUA_BIO_25K_000102",
"domain": "master_scholars_academics",
"subdomain": "bio::genetics",
"task": "fact_check",
"difficulty": "advanced",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"biology",
"academics",
"verification"
]
} | [
{
"source_title": "OpenStax Biology 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/biology-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "NCBI Bookshelf (biomedical references)",
"source_url": "https://www.ncbi.nlm.nih... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Biology. Provide concise, factual answers. If uncertain, say so."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct if false: Ribosomes are the main site of protein synthesis in cells."
}
]
} | TRUE — Ribosomes are the main site of protein synthesis in cells. | {
"id": "WUA_BIO_25K_000103",
"domain": "master_scholars_academics",
"subdomain": "bio::cell",
"task": "fact_check",
"difficulty": "advanced",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"biology",
"academics",
"verification"
]
} | [
{
"source_title": "OpenStax Biology 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/biology-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "NCBI Bookshelf (biomedical references)",
"source_url": "https://www.ncbi.nlm.nih... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Biology. Provide concise, factual answers. If uncertain, say so."
},
{
"role": "user",
"content": "True or False (academics): Primary producers convert energy (often via photosynthesis) into biomass at the base of many ecosystems."
}
]
} | TRUE — Primary producers convert energy (often via photosynthesis) into biomass at the base of many ecosystems. | {
"id": "WUA_BIO_25K_000104",
"domain": "master_scholars_academics",
"subdomain": "bio::ecology",
"task": "fact_check",
"difficulty": "core",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"biology",
"academics",
"verification"
]
} | [
{
"source_title": "OpenStax Biology 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/biology-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "NCBI Bookshelf (biomedical references)",
"source_url": "https://www.ncbi.nlm.nih... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Biology. Provide concise, factual answers. If uncertain, say so."
},
{
"role": "user",
"content": "True or False (academics): Primary producers convert energy (often via photosynthesis) into biomass at the base of many ecosystems."
}
]
} | TRUE — Primary producers convert energy (often via photosynthesis) into biomass at the base of many ecosystems. | {
"id": "WUA_BIO_25K_000105",
"domain": "master_scholars_academics",
"subdomain": "bio::ecology",
"task": "fact_check",
"difficulty": "seed",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"biology",
"academics",
"verification"
]
} | [
{
"source_title": "OpenStax Biology 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/biology-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "NCBI Bookshelf (biomedical references)",
"source_url": "https://www.ncbi.nlm.nih... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Biology. Provide concise, factual answers. If uncertain, say so."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct if false: DNA is typically transcribed into RNA, and RNA can be translated into protein."
}
]
} | TRUE — DNA is typically transcribed into RNA, and RNA can be translated into protein. | {
"id": "WUA_BIO_25K_000106",
"domain": "master_scholars_academics",
"subdomain": "bio::cell",
"task": "fact_check",
"difficulty": "core",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"biology",
"academics",
"verification"
]
} | [
{
"source_title": "OpenStax Biology 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/biology-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "NCBI Bookshelf (biomedical references)",
"source_url": "https://www.ncbi.nlm.nih... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Biology. Provide concise, factual answers. If uncertain, say so."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct if false: DNA is typically transcribed into RNA, and RNA can be translated into protein."
}
]
} | TRUE — DNA is typically transcribed into RNA, and RNA can be translated into protein. | {
"id": "WUA_BIO_25K_000107",
"domain": "master_scholars_academics",
"subdomain": "bio::cell",
"task": "fact_check",
"difficulty": "seed",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"biology",
"academics",
"verification"
]
} | [
{
"source_title": "OpenStax Biology 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/biology-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "NCBI Bookshelf (biomedical references)",
"source_url": "https://www.ncbi.nlm.nih... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Biology. Provide concise, factual answers. If uncertain, say so."
},
{
"role": "user",
"content": "True or False (academics): Ribosomes are the main site of protein synthesis in cells."
}
]
} | TRUE — Ribosomes are the main site of protein synthesis in cells. | {
"id": "WUA_BIO_25K_000108",
"domain": "master_scholars_academics",
"subdomain": "bio::cell",
"task": "fact_check",
"difficulty": "seed",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"biology",
"academics",
"verification"
]
} | [
{
"source_title": "OpenStax Biology 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/biology-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "NCBI Bookshelf (biomedical references)",
"source_url": "https://www.ncbi.nlm.nih... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Biology. Provide concise, factual answers. If uncertain, say so."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct if false: DNA is typically transcribed into RNA, and RNA can be translated into protein."
}
]
} | TRUE — DNA is typically transcribed into RNA, and RNA can be translated into protein. | {
"id": "WUA_BIO_25K_000109",
"domain": "master_scholars_academics",
"subdomain": "bio::cell",
"task": "fact_check",
"difficulty": "seed",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"biology",
"academics",
"verification"
]
} | [
{
"source_title": "OpenStax Biology 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/biology-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "NCBI Bookshelf (biomedical references)",
"source_url": "https://www.ncbi.nlm.nih... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Biology. Provide concise, factual answers. If uncertain, say so."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct if false: The nucleus is the site of glycolysis in eukaryotic cells."
}
]
} | FALSE — Glycolysis occurs in the cytosol. | {
"id": "WUA_BIO_25K_000110",
"domain": "master_scholars_academics",
"subdomain": "bio::cell",
"task": "fact_check",
"difficulty": "seed",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"biology",
"academics",
"verification"
]
} | [
{
"source_title": "OpenStax Biology 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/biology-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "NCBI Bookshelf (biomedical references)",
"source_url": "https://www.ncbi.nlm.nih... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Biology. Provide concise, factual answers. If uncertain, say so."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct if false: Meiosis produces four genetically identical haploid cells."
}
]
} | FALSE — Meiosis produces haploid cells that are genetically diverse due to recombination/independent assortment. | {
"id": "WUA_BIO_25K_000111",
"domain": "master_scholars_academics",
"subdomain": "bio::genetics",
"task": "fact_check",
"difficulty": "advanced",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"biology",
"academics",
"verification"
]
} | [
{
"source_title": "OpenStax Biology 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/biology-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "NCBI Bookshelf (biomedical references)",
"source_url": "https://www.ncbi.nlm.nih... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Biology. Provide concise, factual answers. If uncertain, say so."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct if false: The nucleus is the site of glycolysis in eukaryotic cells."
}
]
} | FALSE — Glycolysis occurs in the cytosol. | {
"id": "WUA_BIO_25K_000112",
"domain": "master_scholars_academics",
"subdomain": "bio::cell",
"task": "fact_check",
"difficulty": "core",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"biology",
"academics",
"verification"
]
} | [
{
"source_title": "OpenStax Biology 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/biology-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "NCBI Bookshelf (biomedical references)",
"source_url": "https://www.ncbi.nlm.nih... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Biology. Provide concise, factual answers. If uncertain, say so."
},
{
"role": "user",
"content": "Academic fact-check: TRUE/FALSE then corrected statement if needed: Enzymes lower activation energy, increasing reaction rate without being consumed."
}
]
} | TRUE — Enzymes lower activation energy, increasing reaction rate without being consumed. | {
"id": "WUA_BIO_25K_000113",
"domain": "master_scholars_academics",
"subdomain": "bio::physiology",
"task": "fact_check",
"difficulty": "advanced",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"biology",
"academics",
"verification"
]
} | [
{
"source_title": "OpenStax Biology 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/biology-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "NCBI Bookshelf (biomedical references)",
"source_url": "https://www.ncbi.nlm.nih... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Biology. Provide concise, factual answers. If uncertain, say so."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct if false: Primary producers convert energy (often via photosynthesis) into biomass at the base of many ecosystems."
}
]
} | TRUE — Primary producers convert energy (often via photosynthesis) into biomass at the base of many ecosystems. | {
"id": "WUA_BIO_25K_000114",
"domain": "master_scholars_academics",
"subdomain": "bio::ecology",
"task": "fact_check",
"difficulty": "seed",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"biology",
"academics",
"verification"
]
} | [
{
"source_title": "OpenStax Biology 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/biology-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "NCBI Bookshelf (biomedical references)",
"source_url": "https://www.ncbi.nlm.nih... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Biology. Provide concise, factual answers. If uncertain, say so."
},
{
"role": "user",
"content": "Academic fact-check: TRUE/FALSE then corrected statement if needed: Meiosis produces four genetically identical haploid cells."
}
]
} | FALSE — Meiosis produces haploid cells that are genetically diverse due to recombination/independent assortment. | {
"id": "WUA_BIO_25K_000115",
"domain": "master_scholars_academics",
"subdomain": "bio::genetics",
"task": "fact_check",
"difficulty": "advanced",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"biology",
"academics",
"verification"
]
} | [
{
"source_title": "OpenStax Biology 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/biology-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "NCBI Bookshelf (biomedical references)",
"source_url": "https://www.ncbi.nlm.nih... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Biology. Provide concise, factual answers. If uncertain, say so."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct if false: The nucleus is the site of glycolysis in eukaryotic cells."
}
]
} | FALSE — Glycolysis occurs in the cytosol. | {
"id": "WUA_BIO_25K_000116",
"domain": "master_scholars_academics",
"subdomain": "bio::cell",
"task": "fact_check",
"difficulty": "seed",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"biology",
"academics",
"verification"
]
} | [
{
"source_title": "OpenStax Biology 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/biology-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "NCBI Bookshelf (biomedical references)",
"source_url": "https://www.ncbi.nlm.nih... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Biology. Provide concise, factual answers. If uncertain, say so."
},
{
"role": "user",
"content": "Academic fact-check: TRUE/FALSE then corrected statement if needed: Natural selection can change allele frequencies across generations."
}
]
} | TRUE — Natural selection can change allele frequencies across generations. | {
"id": "WUA_BIO_25K_000117",
"domain": "master_scholars_academics",
"subdomain": "bio::evolution",
"task": "fact_check",
"difficulty": "seed",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"biology",
"academics",
"verification"
]
} | [
{
"source_title": "OpenStax Biology 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/biology-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "NCBI Bookshelf (biomedical references)",
"source_url": "https://www.ncbi.nlm.nih... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Biology. Provide concise, factual answers. If uncertain, say so."
},
{
"role": "user",
"content": "Academic fact-check: TRUE/FALSE then corrected statement if needed: DNA is typically transcribed into RNA, and RNA can be translated into protein."
}
]
} | TRUE — DNA is typically transcribed into RNA, and RNA can be translated into protein. | {
"id": "WUA_BIO_25K_000118",
"domain": "master_scholars_academics",
"subdomain": "bio::cell",
"task": "fact_check",
"difficulty": "seed",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"biology",
"academics",
"verification"
]
} | [
{
"source_title": "OpenStax Biology 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/biology-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "NCBI Bookshelf (biomedical references)",
"source_url": "https://www.ncbi.nlm.nih... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Biology. Provide concise, factual answers. If uncertain, say so."
},
{
"role": "user",
"content": "Academic fact-check: TRUE/FALSE then corrected statement if needed: DNA is typically transcribed into RNA, and RNA can be translated into protein."
}
]
} | TRUE — DNA is typically transcribed into RNA, and RNA can be translated into protein. | {
"id": "WUA_BIO_25K_000119",
"domain": "master_scholars_academics",
"subdomain": "bio::cell",
"task": "fact_check",
"difficulty": "core",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"biology",
"academics",
"verification"
]
} | [
{
"source_title": "OpenStax Biology 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/biology-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
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},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct if false: Primary producers convert energy (often via photosynthesis) into biomass at the base of many ecosystems."
}
]
} | TRUE — Primary producers convert energy (often via photosynthesis) into biomass at the base of many ecosystems. | {
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{
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{
"role": "system",
"content": "You are WithinUsAI Master Scholars Biology. Provide concise, factual answers. If uncertain, say so."
},
{
"role": "user",
"content": "Academic fact-check: TRUE/FALSE then corrected statement if needed: Ribosomes are the main site of protein synthesis in cells."
}
]
} | TRUE — Ribosomes are the main site of protein synthesis in cells. | {
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"content": "You are WithinUsAI Master Scholars Biology. Provide concise, factual answers. If uncertain, say so."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct if false: Meiosis produces four genetically identical haploid cells."
}
]
} | FALSE — Meiosis produces haploid cells that are genetically diverse due to recombination/independent assortment. | {
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"content": "You are WithinUsAI Master Scholars Biology. Provide concise, factual answers. If uncertain, say so."
},
{
"role": "user",
"content": "True or False (academics): Enzymes lower activation energy, increasing reaction rate without being consumed."
}
]
} | TRUE — Enzymes lower activation energy, increasing reaction rate without being consumed. | {
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},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct if false: Mitosis produces two genetically identical daughter cells in typical somatic division."
}
]
} | TRUE — Mitosis produces two genetically identical daughter cells in typical somatic division. | {
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{
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{
"role": "system",
"content": "You are WithinUsAI Master Scholars Biology. Provide concise, factual answers. If uncertain, say so."
},
{
"role": "user",
"content": "True or False (academics): The nucleus is the site of glycolysis in eukaryotic cells."
}
]
} | FALSE — Glycolysis occurs in the cytosol. | {
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{
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{
"role": "system",
"content": "You are WithinUsAI Master Scholars Biology. Provide concise, factual answers. If uncertain, say so."
},
{
"role": "user",
"content": "Academic fact-check: TRUE/FALSE then corrected statement if needed: DNA is typically transcribed into RNA, and RNA can be translated into protein."
}
]
} | TRUE — DNA is typically transcribed into RNA, and RNA can be translated into protein. | {
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},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct if false: Primary producers convert energy (often via photosynthesis) into biomass at the base of many ecosystems."
}
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"domain": "master_scholars_academics",
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{
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"content": "You are WithinUsAI Master Scholars Biology. Provide concise, factual answers. If uncertain, say so."
},
{
"role": "user",
"content": "True or False (academics): Meiosis produces four genetically identical haploid cells."
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]
} | FALSE — Meiosis produces haploid cells that are genetically diverse due to recombination/independent assortment. | {
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"domain": "master_scholars_academics",
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},
{
"role": "user",
"content": "Academic fact-check: TRUE/FALSE then corrected statement if needed: Enzymes lower activation energy, increasing reaction rate without being consumed."
}
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"domain": "master_scholars_academics",
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{
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"content": "You are WithinUsAI Master Scholars Biology. Provide concise, factual answers. If uncertain, say so."
},
{
"role": "user",
"content": "Academic fact-check: TRUE/FALSE then corrected statement if needed: Natural selection can change allele frequencies across generations."
}
]
} | TRUE — Natural selection can change allele frequencies across generations. | {
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{
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},
{
"role": "user",
"content": "Academic fact-check: TRUE/FALSE then corrected statement if needed: Meiosis produces four genetically identical haploid cells."
}
]
} | FALSE — Meiosis produces haploid cells that are genetically diverse due to recombination/independent assortment. | {
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},
{
"role": "user",
"content": "Academic fact-check: TRUE/FALSE then corrected statement if needed: Ribosomes are the main site of protein synthesis in cells."
}
]
} | TRUE — Ribosomes are the main site of protein synthesis in cells. | {
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"domain": "master_scholars_academics",
"subdomain": "bio::cell",
"task": "fact_check",
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},
{
"role": "user",
"content": "True or False (academics): Mitosis produces two genetically identical daughter cells in typical somatic division."
}
]
} | TRUE — Mitosis produces two genetically identical daughter cells in typical somatic division. | {
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"domain": "master_scholars_academics",
"subdomain": "bio::genetics",
"task": "fact_check",
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},
{
"role": "user",
"content": "Academic fact-check: TRUE/FALSE then corrected statement if needed: Primary producers convert energy (often via photosynthesis) into biomass at the base of many ecosystems."
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} | TRUE — Primary producers convert energy (often via photosynthesis) into biomass at the base of many ecosystems. | {
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"domain": "master_scholars_academics",
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},
{
"role": "user",
"content": "Academic fact-check: TRUE/FALSE then corrected statement if needed: Meiosis produces four genetically identical haploid cells."
}
]
} | FALSE — Meiosis produces haploid cells that are genetically diverse due to recombination/independent assortment. | {
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"domain": "master_scholars_academics",
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{
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},
{
"role": "user",
"content": "Academic fact-check: TRUE/FALSE then corrected statement if needed: Primary producers convert energy (often via photosynthesis) into biomass at the base of many ecosystems."
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} | TRUE — Primary producers convert energy (often via photosynthesis) into biomass at the base of many ecosystems. | {
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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 Biology. Provide concise, factual answers. If uncertain, say so."
},
{
"role": "user",
"content": "Academic fact-check: TRUE/FALSE then corrected statement if needed: Enzymes lower activation energy, increasing reaction rate without being consumed."
}
]
} | TRUE — Enzymes lower activation energy, increasing reaction rate without being consumed. | {
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"domain": "master_scholars_academics",
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"task": "fact_check",
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},
{
"role": "user",
"content": "True or False (academics): Mitosis produces two genetically identical daughter cells in typical somatic division."
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]
} | TRUE — Mitosis produces two genetically identical daughter cells in typical somatic division. | {
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"subdomain": "bio::genetics",
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},
{
"role": "user",
"content": "Academic fact-check: TRUE/FALSE then corrected statement if needed: DNA is typically transcribed into RNA, and RNA can be translated into protein."
}
]
} | TRUE — DNA is typically transcribed into RNA, and RNA can be translated into protein. | {
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{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Biology. Provide concise, factual answers. If uncertain, say so."
},
{
"role": "user",
"content": "True or False (academics): The nucleus is the site of glycolysis in eukaryotic cells."
}
]
} | FALSE — Glycolysis occurs in the cytosol. | {
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},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct if false: Meiosis produces four genetically identical haploid cells."
}
]
} | FALSE — Meiosis produces haploid cells that are genetically diverse due to recombination/independent assortment. | {
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} | [
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{
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},
{
"role": "user",
"content": "True or False (academics): Primary producers convert energy (often via photosynthesis) into biomass at the base of many ecosystems."
}
]
} | TRUE — Primary producers convert energy (often via photosynthesis) into biomass at the base of many ecosystems. | {
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},
{
"role": "user",
"content": "True or False (academics): Meiosis produces four genetically identical haploid cells."
}
]
} | FALSE — Meiosis produces haploid cells that are genetically diverse due to recombination/independent assortment. | {
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"domain": "master_scholars_academics",
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{
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"content": "You are WithinUsAI Master Scholars Biology. Provide concise, factual answers. If uncertain, say so."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct if false: Natural selection can change allele frequencies across generations."
}
]
} | TRUE — Natural selection can change allele frequencies across generations. | {
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} | [
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{
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{
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"content": "You are WithinUsAI Master Scholars Biology. Provide concise, factual answers. If uncertain, say so."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct if false: Meiosis produces four genetically identical haploid cells."
}
]
} | FALSE — Meiosis produces haploid cells that are genetically diverse due to recombination/independent assortment. | {
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"domain": "master_scholars_academics",
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},
{
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"content": "True or False (academics): Primary producers convert energy (often via photosynthesis) into biomass at the base of many ecosystems."
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} | TRUE — Primary producers convert energy (often via photosynthesis) into biomass at the base of many ecosystems. | {
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"domain": "master_scholars_academics",
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{
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{
"role": "system",
"content": "You are WithinUsAI Master Scholars Biology. Provide concise, factual answers. If uncertain, say so."
},
{
"role": "user",
"content": "True or False (academics): DNA is typically transcribed into RNA, and RNA can be translated into protein."
}
]
} | TRUE — DNA is typically transcribed into RNA, and RNA can be translated into protein. | {
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{
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{
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"content": "You are WithinUsAI Master Scholars Biology. Provide concise, factual answers. If uncertain, say so."
},
{
"role": "user",
"content": "True or False (academics): DNA is typically transcribed into RNA, and RNA can be translated into protein."
}
]
} | TRUE — DNA is typically transcribed into RNA, and RNA can be translated into protein. | {
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"domain": "master_scholars_academics",
"subdomain": "bio::cell",
"task": "fact_check",
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} | [
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{
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{
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"content": "You are WithinUsAI Master Scholars Biology. Provide concise, factual answers. If uncertain, say so."
},
{
"role": "user",
"content": "Academic fact-check: TRUE/FALSE then corrected statement if needed: Enzymes lower activation energy, increasing reaction rate without being consumed."
}
]
} | TRUE — Enzymes lower activation energy, increasing reaction rate without being consumed. | {
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"domain": "master_scholars_academics",
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"task": "fact_check",
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} | [
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{
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"content": "You are WithinUsAI Master Scholars Biology. Provide concise, factual answers. If uncertain, say so."
},
{
"role": "user",
"content": "True or False (academics): Natural selection can change allele frequencies across generations."
}
]
} | TRUE — Natural selection can change allele frequencies across generations. | {
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"domain": "master_scholars_academics",
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} | [
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{
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{
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"content": "You are WithinUsAI Master Scholars Biology. Provide concise, factual answers. If uncertain, say so."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct if false: Enzymes lower activation energy, increasing reaction rate without being consumed."
}
]
} | TRUE — Enzymes lower activation energy, increasing reaction rate without being consumed. | {
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"domain": "master_scholars_academics",
"subdomain": "bio::physiology",
"task": "fact_check",
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} | [
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{
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{
"role": "system",
"content": "You are WithinUsAI Master Scholars Biology. Provide concise, factual answers. If uncertain, say so."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct if false: Ribosomes are the main site of protein synthesis in cells."
}
]
} | TRUE — Ribosomes are the main site of protein synthesis in cells. | {
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"domain": "master_scholars_academics",
"subdomain": "bio::cell",
"task": "fact_check",
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"tags": [
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} | [
{
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{
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"content": "You are WithinUsAI Master Scholars Biology. Provide concise, factual answers. If uncertain, say so."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct if false: Natural selection can change allele frequencies across generations."
}
]
} | TRUE — Natural selection can change allele frequencies across generations. | {
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"subdomain": "bio::evolution",
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} | [
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{
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{
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{
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"content": "You are WithinUsAI Master Scholars Biology. Provide concise, factual answers. If uncertain, say so."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct if false: Primary producers convert energy (often via photosynthesis) into biomass at the base of many ecosystems."
}
]
} | TRUE — Primary producers convert energy (often via photosynthesis) into biomass at the base of many ecosystems. | {
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"domain": "master_scholars_academics",
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"task": "fact_check",
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"tags": [
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} | [
{
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{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Biology. Provide concise, factual answers. If uncertain, say so."
},
{
"role": "user",
"content": "True or False (academics): Natural selection can change allele frequencies across generations."
}
]
} | TRUE — Natural selection can change allele frequencies across generations. | {
"id": "WUA_BIO_25K_000155",
"domain": "master_scholars_academics",
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"task": "fact_check",
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} | [
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{
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},
{
"role": "user",
"content": "Academic fact-check: TRUE/FALSE then corrected statement if needed: Meiosis produces four genetically identical haploid cells."
}
]
} | FALSE — Meiosis produces haploid cells that are genetically diverse due to recombination/independent assortment. | {
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"domain": "master_scholars_academics",
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{
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"content": "You are WithinUsAI Master Scholars Biology. Provide concise, factual answers. If uncertain, say so."
},
{
"role": "user",
"content": "True or False (academics): Natural selection can change allele frequencies across generations."
}
]
} | TRUE — Natural selection can change allele frequencies across generations. | {
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} | [
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},
{
"role": "user",
"content": "True or False (academics): Natural selection can change allele frequencies across generations."
}
]
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},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct if false: Enzymes lower activation energy, increasing reaction rate without being consumed."
}
]
} | TRUE — Enzymes lower activation energy, increasing reaction rate without being consumed. | {
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},
{
"role": "user",
"content": "True or False (academics): Enzymes lower activation energy, increasing reaction rate without being consumed."
}
]
} | TRUE — Enzymes lower activation energy, increasing reaction rate without being consumed. | {
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{
"role": "system",
"content": "You are WithinUsAI Master Scholars Biology. Provide concise, factual answers. If uncertain, say so."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct if false: Mitosis produces two genetically identical daughter cells in typical somatic division."
}
]
} | TRUE — Mitosis produces two genetically identical daughter cells in typical somatic division. | {
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{
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},
{
"role": "user",
"content": "True or False (academics): Natural selection can change allele frequencies across generations."
}
]
} | TRUE — Natural selection can change allele frequencies across generations. | {
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{
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{
"role": "system",
"content": "You are WithinUsAI Master Scholars Biology. Provide concise, factual answers. If uncertain, say so."
},
{
"role": "user",
"content": "Academic fact-check: TRUE/FALSE then corrected statement if needed: Meiosis produces four genetically identical haploid cells."
}
]
} | FALSE — Meiosis produces haploid cells that are genetically diverse due to recombination/independent assortment. | {
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},
{
"role": "user",
"content": "True or False (academics): Natural selection can change allele frequencies across generations."
}
]
} | TRUE — Natural selection can change allele frequencies across generations. | {
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},
{
"role": "user",
"content": "Academic fact-check: TRUE/FALSE then corrected statement if needed: Ribosomes are the main site of protein synthesis in cells."
}
]
} | TRUE — Ribosomes are the main site of protein synthesis in cells. | {
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"domain": "master_scholars_academics",
"subdomain": "bio::cell",
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},
{
"role": "user",
"content": "True or False (academics): Meiosis produces four genetically identical haploid cells."
}
]
} | FALSE — Meiosis produces haploid cells that are genetically diverse due to recombination/independent assortment. | {
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"content": "You are WithinUsAI Master Scholars Biology. Provide concise, factual answers. If uncertain, say so."
},
{
"role": "user",
"content": "True or False (academics): Primary producers convert energy (often via photosynthesis) into biomass at the base of many ecosystems."
}
]
} | TRUE — Primary producers convert energy (often via photosynthesis) into biomass at the base of many ecosystems. | {
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{
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"content": "You are WithinUsAI Master Scholars Biology. Provide concise, factual answers. If uncertain, say so."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct if false: DNA is typically transcribed into RNA, and RNA can be translated into protein."
}
]
} | TRUE — DNA is typically transcribed into RNA, and RNA can be translated into protein. | {
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"content": "You are WithinUsAI Master Scholars Biology. Provide concise, factual answers. If uncertain, say so."
},
{
"role": "user",
"content": "Academic fact-check: TRUE/FALSE then corrected statement if needed: Enzymes lower activation energy, increasing reaction rate without being consumed."
}
]
} | TRUE — Enzymes lower activation energy, increasing reaction rate without being consumed. | {
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"domain": "master_scholars_academics",
"subdomain": "bio::physiology",
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} | [
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{
"source_title": "NCBI Bookshelf (biomedical references)",
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{
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},
{
"role": "user",
"content": "Academic fact-check: TRUE/FALSE then corrected statement if needed: The nucleus is the site of glycolysis in eukaryotic cells."
}
]
} | FALSE — Glycolysis occurs in the cytosol. | {
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{
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},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct if false: Enzymes lower activation energy, increasing reaction rate without being consumed."
}
]
} | TRUE — Enzymes lower activation energy, increasing reaction rate without being consumed. | {
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} | [
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},
{
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"content": "Verify TRUE/FALSE and correct if false: DNA is typically transcribed into RNA, and RNA can be translated into protein."
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]
} | TRUE — DNA is typically transcribed into RNA, and RNA can be translated into protein. | {
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},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct if false: Enzymes lower activation energy, increasing reaction rate without being consumed."
}
]
} | TRUE — Enzymes lower activation energy, increasing reaction rate without being consumed. | {
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"domain": "master_scholars_academics",
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},
{
"role": "user",
"content": "True or False (academics): Ribosomes are the main site of protein synthesis in cells."
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]
} | TRUE — Ribosomes are the main site of protein synthesis in cells. | {
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},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct if false: The nucleus is the site of glycolysis in eukaryotic cells."
}
]
} | FALSE — Glycolysis occurs in the cytosol. | {
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},
{
"role": "user",
"content": "Academic fact-check: TRUE/FALSE then corrected statement if needed: DNA is typically transcribed into RNA, and RNA can be translated into protein."
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"domain": "master_scholars_academics",
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} | [
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"content": "Verify TRUE/FALSE and correct if false: Mitosis produces two genetically identical daughter cells in typical somatic division."
}
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"content": "True or False (academics): Ribosomes are the main site of protein synthesis in cells."
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} | TRUE — Ribosomes are the main site of protein synthesis in cells. | {
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"content": "Verify TRUE/FALSE and correct if false: Mitosis produces two genetically identical daughter cells in typical somatic division."
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"role": "user",
"content": "True or False (academics): Primary producers convert energy (often via photosynthesis) into biomass at the base of many ecosystems."
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{
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"content": "True or False (academics): Enzymes lower activation energy, increasing reaction rate without being consumed."
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"content": "True or False (academics): Enzymes lower activation energy, increasing reaction rate without being consumed."
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{
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{
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"content": "True or False (academics): DNA is typically transcribed into RNA, and RNA can be translated into protein."
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},
{
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"content": "Academic fact-check: TRUE/FALSE then corrected statement if needed: Natural selection can change allele frequencies across generations."
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{
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{
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} | [
{
"source_title": "OpenStax Biology 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/biology-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "NCBI Bookshelf (biomedical references)",
"source_url": "https://www.ncbi.nlm.nih... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Biology. Provide concise, factual answers. If uncertain, say so."
},
{
"role": "user",
"content": "True or False (academics): Primary producers convert energy (often via photosynthesis) into biomass at the base of many ecosystems."
}
]
} | TRUE — Primary producers convert energy (often via photosynthesis) into biomass at the base of many ecosystems. | {
"id": "WUA_BIO_25K_000196",
"domain": "master_scholars_academics",
"subdomain": "bio::ecology",
"task": "fact_check",
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"license": "cc-by-4.0",
"tags": [
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"academics",
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]
} | [
{
"source_title": "OpenStax Biology 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/biology-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "NCBI Bookshelf (biomedical references)",
"source_url": "https://www.ncbi.nlm.nih... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Biology. Provide concise, factual answers. If uncertain, say so."
},
{
"role": "user",
"content": "True or False (academics): Primary producers convert energy (often via photosynthesis) into biomass at the base of many ecosystems."
}
]
} | TRUE — Primary producers convert energy (often via photosynthesis) into biomass at the base of many ecosystems. | {
"id": "WUA_BIO_25K_000197",
"domain": "master_scholars_academics",
"subdomain": "bio::ecology",
"task": "fact_check",
"difficulty": "core",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"biology",
"academics",
"verification"
]
} | [
{
"source_title": "OpenStax Biology 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/biology-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "NCBI Bookshelf (biomedical references)",
"source_url": "https://www.ncbi.nlm.nih... | {
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"style_contract": "concise_formal"
} |
{
"messages": [
{
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"content": "You are WithinUsAI Master Scholars Biology. Provide concise, factual answers. If uncertain, say so."
},
{
"role": "user",
"content": "Academic fact-check: TRUE/FALSE then corrected statement if needed: DNA is typically transcribed into RNA, and RNA can be translated into protein."
}
]
} | TRUE — DNA is typically transcribed into RNA, and RNA can be translated into protein. | {
"id": "WUA_BIO_25K_000198",
"domain": "master_scholars_academics",
"subdomain": "bio::cell",
"task": "fact_check",
"difficulty": "seed",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"biology",
"academics",
"verification"
]
} | [
{
"source_title": "OpenStax Biology 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/biology-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "NCBI Bookshelf (biomedical references)",
"source_url": "https://www.ncbi.nlm.nih... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Biology. Provide concise, factual answers. If uncertain, say so."
},
{
"role": "user",
"content": "Academic fact-check: TRUE/FALSE then corrected statement if needed: Enzymes lower activation energy, increasing reaction rate without being consumed."
}
]
} | TRUE — Enzymes lower activation energy, increasing reaction rate without being consumed. | {
"id": "WUA_BIO_25K_000199",
"domain": "master_scholars_academics",
"subdomain": "bio::physiology",
"task": "fact_check",
"difficulty": "seed",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"biology",
"academics",
"verification"
]
} | [
{
"source_title": "OpenStax Biology 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/biology-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "NCBI Bookshelf (biomedical references)",
"source_url": "https://www.ncbi.nlm.nih... | {
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"style_contract": "concise_formal"
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{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Biology. Provide concise, factual answers. If uncertain, say so."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct if false: DNA is typically transcribed into RNA, and RNA can be translated into protein."
}
]
} | TRUE — DNA is typically transcribed into RNA, and RNA can be translated into protein. | {
"id": "WUA_BIO_25K_000200",
"domain": "master_scholars_academics",
"subdomain": "bio::cell",
"task": "fact_check",
"difficulty": "advanced",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"biology",
"academics",
"verification"
]
} | [
{
"source_title": "OpenStax Biology 2e (CC BY 4.0)",
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"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "NCBI Bookshelf (biomedical references)",
"source_url": "https://www.ncbi.nlm.nih... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
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