Source

Cell2Sentence: Teaching Large Language Models the Language of Biology

Primary reference; inspect retrieval status and review scope.

Evidence table

Trace each statement to its source and review. A context-only reference supports the record generally; it does not verify an individual field. Source checking does not reproduce an experiment.

One row per statement and cited source. Multiple citations are not independent evaluations. Shared locators are labelled explicitly.

15 evidence rows matching the loaded filters

Claims, original sources and review scope · Release 2026-09-17-d277315f7d76
Property and statement	Original source and location	Review and provenance
attributes.artifact_sha256 e088727d6e04857fccb7033a9b074e1850f775e86e7d2e99e603dde09558ab02 Source metadata	Cell2Sentence: Teaching Large Language Models the Language of Biology Original source ↗ No field-specific location recorded Version: preprint archived 2024-10-29 Retrieved: 2026-09-16T10:41:16.533640+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.artifact_sha256` Source artifact SHA-256: `e088727d6e04857fccb7033a9b074e1850f775e86e7d2e99e603dde09558ab02` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
attributes.artifact_url https://www.ebi.ac.uk/europepmc/webservices/rest/PMC11565894/fullTextXML Source metadata	Cell2Sentence: Teaching Large Language Models the Language of Biology Original source ↗ No field-specific location recorded Version: preprint archived 2024-10-29 Retrieved: 2026-09-16T10:41:16.533640+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.artifact_url` Source artifact SHA-256: `e088727d6e04857fccb7033a9b074e1850f775e86e7d2e99e603dde09558ab02` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
attributes.doi 10.1101/2023.09.11.557287 Source metadata	Cell2Sentence: Teaching Large Language Models the Language of Biology Original source ↗ No field-specific location recorded Version: preprint archived 2024-10-29 Retrieved: 2026-09-16T10:41:16.533640+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.doi` Source artifact SHA-256: `e088727d6e04857fccb7033a9b074e1850f775e86e7d2e99e603dde09558ab02` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
attributes.hash_scope Exact retrieved primary paper artifact bytes. Source metadata	Cell2Sentence: Teaching Large Language Models the Language of Biology Original source ↗ No field-specific location recorded Version: preprint archived 2024-10-29 Retrieved: 2026-09-16T10:41:16.533640+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.hash_scope` Source artifact SHA-256: `e088727d6e04857fccb7033a9b074e1850f775e86e7d2e99e603dde09558ab02` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
attributes.retrieved_at 2026-09-16T10:41:16.533640+00:00 Source metadata	Cell2Sentence: Teaching Large Language Models the Language of Biology Original source ↗ No field-specific location recorded Version: preprint archived 2024-10-29 Retrieved: 2026-09-16T10:41:16.533640+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.retrieved_at` Source artifact SHA-256: `e088727d6e04857fccb7033a9b074e1850f775e86e7d2e99e603dde09558ab02` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
attributes.review_scope Source identification and table transcription; no independent experimental reproduction. Source metadata	Cell2Sentence: Teaching Large Language Models the Language of Biology Original source ↗ No field-specific location recorded Version: preprint archived 2024-10-29 Retrieved: 2026-09-16T10:41:16.533640+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.review_scope` Source artifact SHA-256: `e088727d6e04857fccb7033a9b074e1850f775e86e7d2e99e603dde09558ab02` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
attributes.url https://pmc.ncbi.nlm.nih.gov/articles/PMC11565894/ Source metadata	Cell2Sentence: Teaching Large Language Models the Language of Biology Original source ↗ No field-specific location recorded Version: preprint archived 2024-10-29 Retrieved: 2026-09-16T10:41:16.533640+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.url` Source artifact SHA-256: `e088727d6e04857fccb7033a9b074e1850f775e86e7d2e99e603dde09558ab02` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
attributes.version preprint archived 2024-10-29 Source metadata	Cell2Sentence: Teaching Large Language Models the Language of Biology Original source ↗ No field-specific location recorded Version: preprint archived 2024-10-29 Retrieved: 2026-09-16T10:41:16.533640+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.version` Source artifact SHA-256: `e088727d6e04857fccb7033a9b074e1850f775e86e7d2e99e603dde09558ab02` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
description Primary reference; inspect retrieval status and review scope. Source metadata	Cell2Sentence: Teaching Large Language Models the Language of Biology Original source ↗ No field-specific location recorded Version: preprint archived 2024-10-29 Retrieved: 2026-09-16T10:41:16.533640+00:00	catalogued No individual claim review recorded Audit details Field: `description` Source artifact SHA-256: `e088727d6e04857fccb7033a9b074e1850f775e86e7d2e99e603dde09558ab02` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
facets {} Source metadata	Cell2Sentence: Teaching Large Language Models the Language of Biology Original source ↗ No field-specific location recorded Version: preprint archived 2024-10-29 Retrieved: 2026-09-16T10:41:16.533640+00:00	catalogued No individual claim review recorded Audit details Field: `facets` Source artifact SHA-256: `e088727d6e04857fccb7033a9b074e1850f775e86e7d2e99e603dde09558ab02` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact

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Release 2026-09-17-d277315f7d76 · Record review: source checked

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Technical metadata and extraction receipts

Stable ID: expansion-p3-cell2sentence-2024

url: https://pmc.ncbi.nlm.nih.gov/articles/PMC11565894/
doi: 10.1101/2023.09.11.557287
version: preprint archived 2024-10-29
retrieved at: 2026-09-16T10:41:16.533640+00:00
artifact sha256: e088727d6e04857fccb7033a9b074e1850f775e86e7d2e99e603dde09558ab02
artifact url: https://www.ebi.ac.uk/europepmc/webservices/rest/PMC11565894/fullTextXML
hash scope: Exact retrieved primary paper artifact bytes.
review scope: Source identification and table transcription; no independent experimental reproduction.

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