rewirebio.iobenchmarks
Evidence claim

ABC (DNALONGBENCH): facets.method_types

Facets: method types of ABC (DNALONGBENCH)

["conventional_pipeline"]

Correct the method type from supervised_machine_learning to conventional_pipeline (use-case baseline review 2026-10-12, table 2).

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.

14 evidence rows matching the loaded filters

Claims, original sources and review scope · Release 2026-10-23-5347695500ed
Property and statementOriginal source and locationReview and provenance
Claimed field
facets.method_types
Context-only references
DNALONGBENCH: a benchmark suite for long-range DNA prediction tasks

Original source ↗

DNALongBench Results: the expert model is ABC, "which incorporates DNase-seq, H3K27ac ChIP-seq data, and a Hi-C matrix"; MPRAbc Introduction: ABC is "a mathematical framework" combining activity and contact

Shared locator for this statement’s cited sources; not a separate locator for each citation.

Version: Nature Communications 16, published 2025-11-18; PMC12627797 full-text XML
Retrieved: 2026-10-11T01:34:19Z

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.field

Source artifact SHA-256: 0d7db21f2a843dda3ba703c53cd0abad12c9c795cfbcf4fd1bdc6c4a863fe41b

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

Claimed field
facets.method_types
Context-only references
MPRA-informed modeling improves context-specific enhancer–gene regulatory interactions

Original source ↗

DNALongBench Results: the expert model is ABC, "which incorporates DNase-seq, H3K27ac ChIP-seq data, and a Hi-C matrix"; MPRAbc Introduction: ABC is "a mathematical framework" combining activity and contact

Shared locator for this statement’s cited sources; not a separate locator for each citation.

Version: PMC13232518 published article XML retrieved 2026-09-30
Retrieved: 2026-09-30T21:23:27Z

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.field

Source artifact SHA-256: 7717b5605e01c9346bd04e9510f4d99dff8a05c7af0feb956a82184b4dd7ce46

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

Previous value
["supervised_machine_learning"]
Context-only references
DNALONGBENCH: a benchmark suite for long-range DNA prediction tasks

Original source ↗

DNALongBench Results: the expert model is ABC, "which incorporates DNase-seq, H3K27ac ChIP-seq data, and a Hi-C matrix"; MPRAbc Introduction: ABC is "a mathematical framework" combining activity and contact

Shared locator for this statement’s cited sources; not a separate locator for each citation.

Version: Nature Communications 16, published 2025-11-18; PMC12627797 full-text XML
Retrieved: 2026-10-11T01:34:19Z

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.previous_value

Source artifact SHA-256: 0d7db21f2a843dda3ba703c53cd0abad12c9c795cfbcf4fd1bdc6c4a863fe41b

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

Previous value
["supervised_machine_learning"]
Context-only references
MPRA-informed modeling improves context-specific enhancer–gene regulatory interactions

Original source ↗

DNALongBench Results: the expert model is ABC, "which incorporates DNase-seq, H3K27ac ChIP-seq data, and a Hi-C matrix"; MPRAbc Introduction: ABC is "a mathematical framework" combining activity and contact

Shared locator for this statement’s cited sources; not a separate locator for each citation.

Version: PMC13232518 published article XML retrieved 2026-09-30
Retrieved: 2026-09-30T21:23:27Z

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.previous_value

Source artifact SHA-256: 7717b5605e01c9346bd04e9510f4d99dff8a05c7af0feb956a82184b4dd7ce46

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

Source location
DNALongBench Results: the expert model is ABC, "which incorporates DNase-seq, H3K27ac ChIP-seq data, and a Hi-C matrix"; MPRAbc Introduction: ABC is "a mathematical framework" combining activity and contact
Context-only references
DNALONGBENCH: a benchmark suite for long-range DNA prediction tasks

Original source ↗

DNALongBench Results: the expert model is ABC, "which incorporates DNase-seq, H3K27ac ChIP-seq data, and a Hi-C matrix"; MPRAbc Introduction: ABC is "a mathematical framework" combining activity and contact

Shared locator for this statement’s cited sources; not a separate locator for each citation.

Version: Nature Communications 16, published 2025-11-18; PMC12627797 full-text XML
Retrieved: 2026-10-11T01:34:19Z

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.source_locator

Source artifact SHA-256: 0d7db21f2a843dda3ba703c53cd0abad12c9c795cfbcf4fd1bdc6c4a863fe41b

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

Source location
DNALongBench Results: the expert model is ABC, "which incorporates DNase-seq, H3K27ac ChIP-seq data, and a Hi-C matrix"; MPRAbc Introduction: ABC is "a mathematical framework" combining activity and contact
Context-only references
MPRA-informed modeling improves context-specific enhancer–gene regulatory interactions

Original source ↗

DNALongBench Results: the expert model is ABC, "which incorporates DNase-seq, H3K27ac ChIP-seq data, and a Hi-C matrix"; MPRAbc Introduction: ABC is "a mathematical framework" combining activity and contact

Shared locator for this statement’s cited sources; not a separate locator for each citation.

Version: PMC13232518 published article XML retrieved 2026-09-30
Retrieved: 2026-09-30T21:23:27Z

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.source_locator

Source artifact SHA-256: 7717b5605e01c9346bd04e9510f4d99dff8a05c7af0feb956a82184b4dd7ce46

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

Claimed value
["conventional_pipeline"]
Context-only references
DNALONGBENCH: a benchmark suite for long-range DNA prediction tasks

Original source ↗

DNALongBench Results: the expert model is ABC, "which incorporates DNase-seq, H3K27ac ChIP-seq data, and a Hi-C matrix"; MPRAbc Introduction: ABC is "a mathematical framework" combining activity and contact

Shared locator for this statement’s cited sources; not a separate locator for each citation.

Version: Nature Communications 16, published 2025-11-18; PMC12627797 full-text XML
Retrieved: 2026-10-11T01:34:19Z

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.value

Source artifact SHA-256: 0d7db21f2a843dda3ba703c53cd0abad12c9c795cfbcf4fd1bdc6c4a863fe41b

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

Claimed value
["conventional_pipeline"]
Context-only references
MPRA-informed modeling improves context-specific enhancer–gene regulatory interactions

Original source ↗

DNALongBench Results: the expert model is ABC, "which incorporates DNase-seq, H3K27ac ChIP-seq data, and a Hi-C matrix"; MPRAbc Introduction: ABC is "a mathematical framework" combining activity and contact

Shared locator for this statement’s cited sources; not a separate locator for each citation.

Version: PMC13232518 published article XML retrieved 2026-09-30
Retrieved: 2026-09-30T21:23:27Z

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.value

Source artifact SHA-256: 7717b5605e01c9346bd04e9510f4d99dff8a05c7af0feb956a82184b4dd7ce46

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

Description
Correct the method type from supervised_machine_learning to conventional_pipeline (use-case baseline review 2026-10-12, table 2).
Context-only references
DNALONGBENCH: a benchmark suite for long-range DNA prediction tasks

Original source ↗

DNALongBench Results: the expert model is ABC, "which incorporates DNase-seq, H3K27ac ChIP-seq data, and a Hi-C matrix"; MPRAbc Introduction: ABC is "a mathematical framework" combining activity and contact

Shared locator for this statement’s cited sources; not a separate locator for each citation.

Version: Nature Communications 16, published 2025-11-18; PMC12627797 full-text XML
Retrieved: 2026-10-11T01:34:19Z

not individually reviewed

No individual claim review recorded

Audit details

Field: description

Source artifact SHA-256: 0d7db21f2a843dda3ba703c53cd0abad12c9c795cfbcf4fd1bdc6c4a863fe41b

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

Description
Correct the method type from supervised_machine_learning to conventional_pipeline (use-case baseline review 2026-10-12, table 2).
Context-only references
MPRA-informed modeling improves context-specific enhancer–gene regulatory interactions

Original source ↗

DNALongBench Results: the expert model is ABC, "which incorporates DNase-seq, H3K27ac ChIP-seq data, and a Hi-C matrix"; MPRAbc Introduction: ABC is "a mathematical framework" combining activity and contact

Shared locator for this statement’s cited sources; not a separate locator for each citation.

Version: PMC13232518 published article XML retrieved 2026-09-30
Retrieved: 2026-09-30T21:23:27Z

not individually reviewed

No individual claim review recorded

Audit details

Field: description

Source artifact SHA-256: 7717b5605e01c9346bd04e9510f4d99dff8a05c7af0feb956a82184b4dd7ce46

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

How to read the evidence

Sources and history

Release 2026-10-23-5347695500ed · Record review: source checked

2 source records and release historyDownload this release (gzip)
Technical metadata and extraction receipts

Stable ID: metadata-correction-tags-20261012-f8695fd337149b7221c4

field
facets.method_types
previous value
["supervised_machine_learning"]
value
["conventional_pipeline"]
source locator
DNALongBench Results: the expert model is ABC, "which incorporates DNase-seq, H3K27ac ChIP-seq data, and a Hi-C matrix"; MPRAbc Introduction: ABC is "a mathematical framework" combining activity and contact
review
method: source-hash-verification; automated-source-review; reviewer: claude; reviewer note: Separate Claude review agent, independent of the agent that prepared the corrections; no human review claimed; date: 2026-10-12; method note: Compared previous_value with origin/main and the store; re-retrieved the source (matches the source record) and read the passage in source_locator; checked the new value against the method-type definitions in data/vocab/method-type.ttl.; artifact sha256: 0d7db21f2a843dda3ba703c53cd0abad12c9c795cfbcf4fd1bdc6c4a863fe41b; retrieval url: https://www.ebi.ac.uk/europepmc/webservices/rest/PMC12627797/fullTextXML; note: Correct the method type from supervised_machine_learning to conventional_pipeline (use-case baseline review 2026-10-12, table 2). Evidence from docs/reviews/use-cases/baselines-2026-10-12.md. Independent review 2026-10-12: approved. DNALongBench does not say ABC has no training step; the locator was corrected to what the source prints, with MPRAbc for the form of the ABC score. See docs/reviews/2026-10-12-method-type-corrections.md.
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