Evidence claim

TAPE Stability: links:part_of:discovery-benchmark-tape

Source-backed metadata or reviewed relationship.

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.

6 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.field links:part_of:discovery-benchmark-tape Context-only references	tape primary benchmark evidence Original source ↗ Results on downstream supervised tasks; Table2,p.7,row1(No pretraining/Transformer),columnStability; Table2,p.7,row2(No pretraining/LSTM),columnStability; Table2,p.7,row3(No pretraining/ResNet),columnStability; Table2,p.7,row4(Self-supervised pretraining/Transformer),columnStability; Table2,p.7,row5(Self-supervised pretraining/LSTM),columnStability; Table2,p.7,row6(Self-supervised pretraining/ResNet),columnStability; Table2,p.7,row7(Supervised pretraining/Bepler supervised LSTM),columnStability; Table2,p.7,row8(Self-supervised pretraining/UniRep mLSTM),columnStability; Table2,p.7,row9(One-hot baseline/One-hot),columnStability; Table2,p.7,row10(Task-specific alignment/HMM baseline/Alignment),columnStability Version: 1906.08230v1 Retrieved: 2026-09-16T20:23:48.238777+00:00	not individually reviewed No individual claim review recorded Audit details Field: `attributes.field` Source artifact SHA-256: `6ee0c3e6e870635cba8fa67e0a4abc5598c0ab2a10ba127a46b67ac450ae0168` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact
attributes.source_locator Results on downstream supervised tasks; Table2,p.7,row1(No pretraining/Transformer),columnStability; Table2,p.7,row2(No pretraining/LSTM),columnStability; Table2,p.7,row3(No pretraining/ResNet),columnStability; Table2,p.7,row4(Self-supervised pretraining/Transformer),columnStability; Table2,p.7,row5(Self-supervised pretraining/LSTM),columnStability; Table2,p.7,row6(Self-supervised pretraining/ResNet),columnStability; Table2,p.7,row7(Supervised pretraining/Bepler supervised LSTM),columnStability; Table2,p.7,row8(Self-supervised pretraining/UniRep mLSTM),columnStability; Table2,p.7,row9(One-hot baseline/One-hot),columnStability; Table2,p.7,row10(Task-specific alignment/HMM baseline/Alignment),columnStability Context-only references	tape primary benchmark evidence Original source ↗ Results on downstream supervised tasks; Table2,p.7,row1(No pretraining/Transformer),columnStability; Table2,p.7,row2(No pretraining/LSTM),columnStability; Table2,p.7,row3(No pretraining/ResNet),columnStability; Table2,p.7,row4(Self-supervised pretraining/Transformer),columnStability; Table2,p.7,row5(Self-supervised pretraining/LSTM),columnStability; Table2,p.7,row6(Self-supervised pretraining/ResNet),columnStability; Table2,p.7,row7(Supervised pretraining/Bepler supervised LSTM),columnStability; Table2,p.7,row8(Self-supervised pretraining/UniRep mLSTM),columnStability; Table2,p.7,row9(One-hot baseline/One-hot),columnStability; Table2,p.7,row10(Task-specific alignment/HMM baseline/Alignment),columnStability Version: 1906.08230v1 Retrieved: 2026-09-16T20:23:48.238777+00:00	not individually reviewed No individual claim review recorded Audit details Field: `attributes.source_locator` Source artifact SHA-256: `6ee0c3e6e870635cba8fa67e0a4abc5598c0ab2a10ba127a46b67ac450ae0168` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact
attributes.value discovery-benchmark-tape Context-only references	tape primary benchmark evidence Original source ↗ Results on downstream supervised tasks; Table2,p.7,row1(No pretraining/Transformer),columnStability; Table2,p.7,row2(No pretraining/LSTM),columnStability; Table2,p.7,row3(No pretraining/ResNet),columnStability; Table2,p.7,row4(Self-supervised pretraining/Transformer),columnStability; Table2,p.7,row5(Self-supervised pretraining/LSTM),columnStability; Table2,p.7,row6(Self-supervised pretraining/ResNet),columnStability; Table2,p.7,row7(Supervised pretraining/Bepler supervised LSTM),columnStability; Table2,p.7,row8(Self-supervised pretraining/UniRep mLSTM),columnStability; Table2,p.7,row9(One-hot baseline/One-hot),columnStability; Table2,p.7,row10(Task-specific alignment/HMM baseline/Alignment),columnStability Version: 1906.08230v1 Retrieved: 2026-09-16T20:23:48.238777+00:00	not individually reviewed No individual claim review recorded Audit details Field: `attributes.value` Source artifact SHA-256: `6ee0c3e6e870635cba8fa67e0a4abc5598c0ab2a10ba127a46b67ac450ae0168` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact
description Source-backed metadata or reviewed relationship. Context-only references	tape primary benchmark evidence Original source ↗ Results on downstream supervised tasks; Table2,p.7,row1(No pretraining/Transformer),columnStability; Table2,p.7,row2(No pretraining/LSTM),columnStability; Table2,p.7,row3(No pretraining/ResNet),columnStability; Table2,p.7,row4(Self-supervised pretraining/Transformer),columnStability; Table2,p.7,row5(Self-supervised pretraining/LSTM),columnStability; Table2,p.7,row6(Self-supervised pretraining/ResNet),columnStability; Table2,p.7,row7(Supervised pretraining/Bepler supervised LSTM),columnStability; Table2,p.7,row8(Self-supervised pretraining/UniRep mLSTM),columnStability; Table2,p.7,row9(One-hot baseline/One-hot),columnStability; Table2,p.7,row10(Task-specific alignment/HMM baseline/Alignment),columnStability Version: 1906.08230v1 Retrieved: 2026-09-16T20:23:48.238777+00:00	not individually reviewed No individual claim review recorded Audit details Field: `description` Source artifact SHA-256: `6ee0c3e6e870635cba8fa67e0a4abc5598c0ab2a10ba127a46b67ac450ae0168` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact
Relationship: subject discovery-benchmark-tape-stability Context-only references	tape primary benchmark evidence Original source ↗ Results on downstream supervised tasks; Table2,p.7,row1(No pretraining/Transformer),columnStability; Table2,p.7,row2(No pretraining/LSTM),columnStability; Table2,p.7,row3(No pretraining/ResNet),columnStability; Table2,p.7,row4(Self-supervised pretraining/Transformer),columnStability; Table2,p.7,row5(Self-supervised pretraining/LSTM),columnStability; Table2,p.7,row6(Self-supervised pretraining/ResNet),columnStability; Table2,p.7,row7(Supervised pretraining/Bepler supervised LSTM),columnStability; Table2,p.7,row8(Self-supervised pretraining/UniRep mLSTM),columnStability; Table2,p.7,row9(One-hot baseline/One-hot),columnStability; Table2,p.7,row10(Task-specific alignment/HMM baseline/Alignment),columnStability Version: 1906.08230v1 Retrieved: 2026-09-16T20:23:48.238777+00:00	not individually reviewed No individual claim review recorded Audit details Field: `links:subject:discovery-benchmark-tape-stability` Source artifact SHA-256: `6ee0c3e6e870635cba8fa67e0a4abc5598c0ab2a10ba127a46b67ac450ae0168` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact
name TAPE Stability: links:part_of:discovery-benchmark-tape Context-only references	tape primary benchmark evidence Original source ↗ Results on downstream supervised tasks; Table2,p.7,row1(No pretraining/Transformer),columnStability; Table2,p.7,row2(No pretraining/LSTM),columnStability; Table2,p.7,row3(No pretraining/ResNet),columnStability; Table2,p.7,row4(Self-supervised pretraining/Transformer),columnStability; Table2,p.7,row5(Self-supervised pretraining/LSTM),columnStability; Table2,p.7,row6(Self-supervised pretraining/ResNet),columnStability; Table2,p.7,row7(Supervised pretraining/Bepler supervised LSTM),columnStability; Table2,p.7,row8(Self-supervised pretraining/UniRep mLSTM),columnStability; Table2,p.7,row9(One-hot baseline/One-hot),columnStability; Table2,p.7,row10(Task-specific alignment/HMM baseline/Alignment),columnStability Version: 1906.08230v1 Retrieved: 2026-09-16T20:23:48.238777+00:00	not individually reviewed No individual claim review recorded Audit details Field: `name` Source artifact SHA-256: `6ee0c3e6e870635cba8fa67e0a4abc5598c0ab2a10ba127a46b67ac450ae0168` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact

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Sources and history

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

1 source records and release history

tape primary benchmark evidence · Original source · 1906.08230v1

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Technical metadata and extraction receipts

Stable ID: paper-claim-e6c346c835b1da4314

field: links:part_of:discovery-benchmark-tape
value: discovery-benchmark-tape
source locator: Results on downstream supervised tasks; Table2,p.7,row1(No pretraining/Transformer),columnStability; Table2,p.7,row2(No pretraining/LSTM),columnStability; Table2,p.7,row3(No pretraining/ResNet),columnStability; Table2,p.7,row4(Self-supervised pretraining/Transformer),columnStability; Table2,p.7,row5(Self-supervised pretraining/LSTM),columnStability; Table2,p.7,row6(Self-supervised pretraining/ResNet),columnStability; Table2,p.7,row7(Supervised pretraining/Bepler supervised LSTM),columnStability; Table2,p.7,row8(Self-supervised pretraining/UniRep mLSTM),columnStability; Table2,p.7,row9(One-hot baseline/One-hot),columnStability; Table2,p.7,row10(Task-specific alignment/HMM baseline/Alignment),columnStability
review: method: automated_source_review; date: 2026-09-17

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subject: TAPE Stability

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