Evidence claim

DNABERT-2: family DNABERT-2

Paper explicitly distinguishes DNABERT-2 from original DNABERT. Family attribution only; no checkpoint equivalence.

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.

12 evidence rows matching the loaded filters

Claims, original sources and review scope · Release 2026-09-29-06401fd5b220
Property and statement	Original source and location	Review and provenance
attributes.field links:family:discovery-model-dnabert-2 Context-only references	BEND: Benchmarking DNA Language Models on Biologically Meaningful Tasks Original source ↗ BEND Table 3 row DNABERT-2; Related work DNABERT-2 paragraph; official DNABERT-2 README; source-labelled configuration DNABERT-2 \| Existing reviewed locator: Table 3, row(DNABERT-2) Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 Retrieved: 2026-09-17T08:06:28.183228+00:00	not individually reviewed No individual claim review recorded Audit details Field: `attributes.field` Source artifact SHA-256: `f709b6bef3120eb979c0a0e02d2582475c49410f29850ed7601ba7a700ca379d` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
attributes.field links:family:discovery-model-dnabert-2 Context-only references	MAGICS-LAB/DNABERT_2: README.md Original source ↗ BEND Table 3 row DNABERT-2; Related work DNABERT-2 paragraph; official DNABERT-2 README; source-labelled configuration DNABERT-2 \| Existing reviewed locator: Table 3, row(DNABERT-2) Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: f25bed9ee20db966dff39e5c1571249d04e36404 Retrieved: 2026-09-16T19:46:17.892989+00:00	not individually reviewed No individual claim review recorded Audit details Field: `attributes.field` Source artifact SHA-256: `734a8cec5f667d74d421bf3b273ad7e256216109636da45aa7ceba21cd34de16` Hash scope: SHA-256 of retrieved original artifact bytes Format: original_artifact Inspected artifact
attributes.source_locator BEND Table 3 row DNABERT-2; Related work DNABERT-2 paragraph; official DNABERT-2 README; source-labelled configuration DNABERT-2 \| Existing reviewed locator: Table 3, row(DNABERT-2) Context-only references	BEND: Benchmarking DNA Language Models on Biologically Meaningful Tasks Original source ↗ BEND Table 3 row DNABERT-2; Related work DNABERT-2 paragraph; official DNABERT-2 README; source-labelled configuration DNABERT-2 \| Existing reviewed locator: Table 3, row(DNABERT-2) Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 Retrieved: 2026-09-17T08:06:28.183228+00:00	not individually reviewed No individual claim review recorded Audit details Field: `attributes.source_locator` Source artifact SHA-256: `f709b6bef3120eb979c0a0e02d2582475c49410f29850ed7601ba7a700ca379d` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
attributes.source_locator BEND Table 3 row DNABERT-2; Related work DNABERT-2 paragraph; official DNABERT-2 README; source-labelled configuration DNABERT-2 \| Existing reviewed locator: Table 3, row(DNABERT-2) Context-only references	MAGICS-LAB/DNABERT_2: README.md Original source ↗ BEND Table 3 row DNABERT-2; Related work DNABERT-2 paragraph; official DNABERT-2 README; source-labelled configuration DNABERT-2 \| Existing reviewed locator: Table 3, row(DNABERT-2) Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: f25bed9ee20db966dff39e5c1571249d04e36404 Retrieved: 2026-09-16T19:46:17.892989+00:00	not individually reviewed No individual claim review recorded Audit details Field: `attributes.source_locator` Source artifact SHA-256: `734a8cec5f667d74d421bf3b273ad7e256216109636da45aa7ceba21cd34de16` Hash scope: SHA-256 of retrieved original artifact bytes Format: original_artifact Inspected artifact
attributes.target_id discovery-model-dnabert-2 Context-only references	BEND: Benchmarking DNA Language Models on Biologically Meaningful Tasks Original source ↗ BEND Table 3 row DNABERT-2; Related work DNABERT-2 paragraph; official DNABERT-2 README; source-labelled configuration DNABERT-2 \| Existing reviewed locator: Table 3, row(DNABERT-2) Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 Retrieved: 2026-09-17T08:06:28.183228+00:00	not individually reviewed No individual claim review recorded Audit details Field: `attributes.target_id` Source artifact SHA-256: `f709b6bef3120eb979c0a0e02d2582475c49410f29850ed7601ba7a700ca379d` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
attributes.target_id discovery-model-dnabert-2 Context-only references	MAGICS-LAB/DNABERT_2: README.md Original source ↗ BEND Table 3 row DNABERT-2; Related work DNABERT-2 paragraph; official DNABERT-2 README; source-labelled configuration DNABERT-2 \| Existing reviewed locator: Table 3, row(DNABERT-2) Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: f25bed9ee20db966dff39e5c1571249d04e36404 Retrieved: 2026-09-16T19:46:17.892989+00:00	not individually reviewed No individual claim review recorded Audit details Field: `attributes.target_id` Source artifact SHA-256: `734a8cec5f667d74d421bf3b273ad7e256216109636da45aa7ceba21cd34de16` Hash scope: SHA-256 of retrieved original artifact bytes Format: original_artifact Inspected artifact
description Paper explicitly distinguishes DNABERT-2 from original DNABERT. Family attribution only; no checkpoint equivalence. Context-only references	BEND: Benchmarking DNA Language Models on Biologically Meaningful Tasks Original source ↗ BEND Table 3 row DNABERT-2; Related work DNABERT-2 paragraph; official DNABERT-2 README; source-labelled configuration DNABERT-2 \| Existing reviewed locator: Table 3, row(DNABERT-2) Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 Retrieved: 2026-09-17T08:06:28.183228+00:00	not individually reviewed No individual claim review recorded Audit details Field: `description` Source artifact SHA-256: `f709b6bef3120eb979c0a0e02d2582475c49410f29850ed7601ba7a700ca379d` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
description Paper explicitly distinguishes DNABERT-2 from original DNABERT. Family attribution only; no checkpoint equivalence. Context-only references	MAGICS-LAB/DNABERT_2: README.md Original source ↗ BEND Table 3 row DNABERT-2; Related work DNABERT-2 paragraph; official DNABERT-2 README; source-labelled configuration DNABERT-2 \| Existing reviewed locator: Table 3, row(DNABERT-2) Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: f25bed9ee20db966dff39e5c1571249d04e36404 Retrieved: 2026-09-16T19:46:17.892989+00:00	not individually reviewed No individual claim review recorded Audit details Field: `description` Source artifact SHA-256: `734a8cec5f667d74d421bf3b273ad7e256216109636da45aa7ceba21cd34de16` Hash scope: SHA-256 of retrieved original artifact bytes Format: original_artifact Inspected artifact
Relationship: subject bend-method-dnabert-2 Context-only references	BEND: Benchmarking DNA Language Models on Biologically Meaningful Tasks Original source ↗ BEND Table 3 row DNABERT-2; Related work DNABERT-2 paragraph; official DNABERT-2 README; source-labelled configuration DNABERT-2 \| Existing reviewed locator: Table 3, row(DNABERT-2) Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 Retrieved: 2026-09-17T08:06:28.183228+00:00	not individually reviewed No individual claim review recorded Audit details Field: `links:subject:bend-method-dnabert-2` Source artifact SHA-256: `f709b6bef3120eb979c0a0e02d2582475c49410f29850ed7601ba7a700ca379d` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
Relationship: subject bend-method-dnabert-2 Context-only references	MAGICS-LAB/DNABERT_2: README.md Original source ↗ BEND Table 3 row DNABERT-2; Related work DNABERT-2 paragraph; official DNABERT-2 README; source-labelled configuration DNABERT-2 \| Existing reviewed locator: Table 3, row(DNABERT-2) Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: f25bed9ee20db966dff39e5c1571249d04e36404 Retrieved: 2026-09-16T19:46:17.892989+00:00	not individually reviewed No individual claim review recorded Audit details Field: `links:subject:bend-method-dnabert-2` Source artifact SHA-256: `734a8cec5f667d74d421bf3b273ad7e256216109636da45aa7ceba21cd34de16` Hash scope: SHA-256 of retrieved original artifact bytes Format: original_artifact Inspected artifact

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Sources and history

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Release 2026-09-29-06401fd5b220 · Record review: source checked

2 source records and release history

BEND: Benchmarking DNA Language Models on Biologically Meaningful Tasks · Original source · Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256
MAGICS-LAB/DNABERT_2: README.md · Original source · f25bed9ee20db966dff39e5c1571249d04e36404

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Technical metadata and extraction receipts

Stable ID: model-evaluation-identity-2227391ae509972fabbc

areas: dna-genomes
field: links:family:discovery-model-dnabert-2
target id: discovery-model-dnabert-2
source locator: BEND Table 3 row DNABERT-2; Related work DNABERT-2 paragraph; official DNABERT-2 README; source-labelled configuration DNABERT-2 | Existing reviewed locator: Table 3, row(DNABERT-2)
review: method: automated_source_review; date: 2026-09-23; note: Source review establishes this relationship only. Exact evaluated configurations and original numerical review status remain unchanged. Paper explicitly distinguishes DNABERT-2 from original DNABERT. Family attribution only; no checkpoint equivalence.

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subject: DNABERT-2

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