Source

Cell2Sentence: Teaching Large Language Models the Language of Biology

preprint archived 2024-10-29

DOI: 10.1101/2023.09.11.557287 Original source

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Tasks (1)

Combinatorial cell-label classification

Evidence

Source checking verifies the cited claim or transcription. It does not establish independent reproduction.

Evidence table

Inspect claims, sources and review details

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.

16 evidence rows matching the loaded filters

Claims, original sources and review scope · Release 2026-11-02-a7f03c9e55a5
Property and statement	Original source and location	Review and provenance
Artifact SHA-256 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
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
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
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
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
Review method 1 values automated-source-review 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.method` Source artifact SHA-256: `e088727d6e04857fccb7033a9b074e1850f775e86e7d2e99e603dde09558ab02` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
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
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
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

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Release 2026-11-02-a7f03c9e55a5 · Record review: source checked

Primary reference; inspect retrieval status and review scope.

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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.; method: automated-source-review

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