Simplify license descriptions and identify CodeSearchNet source

SOURCES.md

@@ -1,6 +1,6 @@
 # Dataset sources and attribution
 
-`sources.json` records source metadata for each retained subset, separately for capped train/validation and S1MB test. `dataset_metadata.json` records current split counts and upstream dataset declarations. Source URLs, pinned acquisition revisions, declared licenses, authors and unresolved license caveats are retained where recorded. A source-license review was performed on 2026-09-30; see [LICENSE_AUDIT.md](LICENSE_AUDIT.md) and [license-audit.json](license-audit.json). No blanket relicensing is applied.
+`sources.json` records source metadata for each retained subset, separately for capped train/validation and S1MB test. `dataset_metadata.json` records current split counts and upstream dataset declarations. Source URLs, pinned acquisition revisions, declared licenses, authors and unresolved license caveats are retained where recorded. A source-license review was performed on 2026-09-30; see `sources.json` for source records. No blanket relicensing is applied.
 
 Historical source documents are in `_sources/capped-train/` and `_sources/s1mb/`. In particular, `_sources/s1mb/SOURCES.md` and `_sources/s1mb/sources.json` retain detailed S1MB citations. Their relative paths are relative to the original release; their counts are historical, not current v0 membership. Original synthetic generalization reviews are in `generalization/`. Preserve the original synthetic author, version and author-intended label status. Open-Jev rows were acquired through ZefanCai/Open-Jev; customer-control retains its unresolved upstream question-wording license caveat.
 

checksums.json

@@ -1,7 +1,7 @@
 {
   "AGENTS.md": "71267bca8623fb947226ca24a6e6177d3a1a81e3dcafb152b603c5ff6ab50a61",
-  "README.md": "8342b414505228d240c0a169c8aa7590120ae9d94969e2d1575eb30643ab68a9",
-  "SOURCES.md": "1e6a3bf50f87a201a3b3e611d5b6b51678e136cebcf19bf11356eb8260ad5958",
+  "README.md": "87594d1fa401f31420ebac79c09e1e8378953ba4dd8fc7ee429bca220f136ab2",
+  "SOURCES.md": "05ed2396b759f117b0a4576246fecbcb1e8a296d754362c394fa4e23d73bb7a6",
   "_build/__init__.py": "70bab2050397b991f98ba42cf3e20f008614c6019403f82655dd398085e507f6",
   "_build/balanced_sampling.py": "9cf7b66f8c4ba25b9ad18832704e400eda8c4a927917189cb2bae83565a10cbb",
   "_build/capped_release.py": "f50d4c969922527c8468a1bcefb9d7f1f298de347b639d10613fc985f6ceae77",
@@ -986,7 +986,7 @@
   "data/wiqa/test/00000-of-00001.parquet": "0a933156d42eec0ef4e1f653dd5dbd7f6d3a4706df978e3a63bffc649ea3a3b8",
   "data/wiqa/train/00000-of-00001.parquet": "4b0689e4874775e78e3391a794cc056d6a933fee37a4281079a79c618cc177ad",
   "data/wiqa/validation/00000-of-00001.parquet": "01fb0798854dd56382aaef741ef8ff016e3ec50b0578d70b5b3b1a267fbc27bc",
-  "dataset_metadata.json": "55bf4f9ed40b45bfda8f703c250297455f14986902e03be49ecdff443ffd083b",
+  "dataset_metadata.json": "adc4680c54f7d03697b8c81e5db339e843cc7c6c9814692cdbd0be23cfd8b368",
   "exclusions.json": "0c1597fae1bd27f3a5776244702c2f4fe5bd35e8874d7de55423a5690aafea26",
   "generalization/s1mb-generalization-contextual-choice/REVIEW.md": "f42e9289897968bbcd9384c6019db5544643c65a588cf047119c723e32df486d",
   "generalization/s1mb-generalization-contextual-noul/REVIEW.md": "b8dd95cbe8cb96ca2ac6039d9379928b5d8fe6879386b5d0919c4d5c7d56c988",
@@ -1000,11 +1000,10 @@
   "schema.json": "f64e882df45c849b411cc9b0f744f09bd753a98b3965694666bc139d56fd5fd9",
   "score-policy-catalog.json": "32510f23d837a218b79e347fcbf85350b14f6b0b3bf27998d4c6b08afac01ccc",
   "selection.json": "b60fd60d53754f9c3559d87a3473953330d021fffecb3f468cdaadd2688a4682",
-  "sources.json": "cc332b2c0a6cd35f551976bc043abe90a465b6c6e7537fac309405da5d7c6b6c",
+  "sources.json": "8251139151471ec3ce7b3273082b7559676487aa5acb34bb6164c9839f08b203",
   "task-catalog.json": "6b1273e87689a9892f08be66ec2afcf5db897c9ec2f65a9401cf16a396622edb",
   "train-selection.json": "8ea2eca70b1ebef8e70616380994ed490a2f62652a6c70026c2c655638bd3285",
   "training-manifest.json": "aa51175926df3f1266f2c9e5ed013e1937f0e2e90dc55582dd759f0db3e0d504",
   "verification.json": "8c7765573907f7ac1d1b01e3532e9eac0667de9f3ade6687d40bbcb5c1bb6c71",
-  "LICENSE_AUDIT.md": "d7ac2c6c8b85c46335e53004ebf111bc253bc69c30de2f4d64db68cb65612a8f",
-  "license-audit.json": "87221676f25ea711fc47e9618d15bb5930a1396d3e7b35da04e8a531eb50f949"
+  "license-audit.json": "5c5a7eab8d9457ffd90faf51c90bebd2cdf88aee8e7dfe7b2bcfbf8e567db436"
 }

license-audit.json

@@ -1,7 +1,6 @@
 {
   "checked_at": "2026-09-30",
   "source_count": 131,
-  "report": "LICENSE_AUDIT.md",
   "ledger": "license-audit.json",
   "scope": "Published source declarations and data-specific qualifications; not a new license grant.",
   "parent_revision": "2953aee6dd2bf6f87a2716e67a48ec81e766e136",
@@ -22,7 +21,8 @@
       ],
       "notes": "Repository README directs users to LICENSE; pinned LICENSE says Attribution 4.0 International, covering datasets shared in repository.",
       "checked_at": "2026-09-30",
-      "id": "source-002"
+      "id": "source-002",
+      "license_display": "CC BY 4.0"
     },
     {
       "url": "https://github.com/google-research-datasets/Taskmaster",
@@ -48,7 +48,8 @@
       ],
       "notes": "Official TM-1, TM-2, TM-3, and TM-4 subdirectory READMEs each include a COPYRIGHT NOTICE stating the work is made available under Creative Commons Attribution 4.0. The top-level repository lacks a license file, but the source subdirectories cover the collection. Snapshots: taskmaster-TM-*-README.md.",
       "checked_at": "2026-09-30",
-      "id": "source-005"
+      "id": "source-005",
+      "license_display": "CC BY 4.0"
     },
     {
       "url": "https://github.com/sonos/nlu-benchmark",
@@ -62,7 +63,8 @@
       ],
       "notes": "Pinned repository LICENSE explicitly says CC0 1.0 Universal.",
       "checked_at": "2026-09-30",
-      "id": "source-009"
+      "id": "source-009",
+      "license_display": "CC0-1.0"
     },
     {
       "url": "https://huggingface.co/datasets/AmazonScience/massive",
@@ -78,7 +80,8 @@
       ],
       "notes": "License is explicitly declared in the cited source dataset card/metadata. This audit did not establish a separate blanket license for every upstream third-party component or source work; check the linked original dataset terms before reuse.",
       "checked_at": "2026-09-30",
-      "id": "source-012"
+      "id": "source-012",
+      "license_display": "CC BY 4.0"
     },
     {
       "url": "https://huggingface.co/datasets/FastFit/hwu_64",
@@ -96,7 +99,8 @@
       ],
       "notes": "Original data-author repository identifies the collected home-domain NLU dataset (25,716 annotated utterances, 64 intents) and explicitly states all data are released under CC BY 4.0. Some benchmark repackagings report CC BY-SA 3.0, so cite the direct source-author declaration and preserve this discrepancy for derivative distributions. Snapshot: evidence/batch-1/hwu-original-readme.txt.",
       "checked_at": "2026-09-30",
-      "id": "source-015"
+      "id": "source-015",
+      "license_display": "CC BY 4.0"
     },
     {
       "url": "https://huggingface.co/datasets/OpenAssistant/oasst1",
@@ -112,7 +116,8 @@
       ],
       "notes": "License is explicitly declared in the cited source dataset card/metadata. This audit did not establish a separate blanket license for every upstream third-party component or source work; check the linked original dataset terms before reuse.",
       "checked_at": "2026-09-30",
-      "id": "source-018"
+      "id": "source-018",
+      "license_display": "Apache-2.0"
     },
     {
       "url": "https://huggingface.co/datasets/PolyAI/minds14",
@@ -128,7 +133,8 @@
       ],
       "notes": "License is explicitly declared in the cited source dataset card/metadata. This audit did not establish a separate blanket license for every upstream third-party component or source work; check the linked original dataset terms before reuse.",
       "checked_at": "2026-09-30",
-      "id": "source-021"
+      "id": "source-021",
+      "license_display": "CC BY 4.0"
     },
     {
       "url": "https://huggingface.co/datasets/SetFit/ethos_binary",
@@ -146,7 +152,8 @@
       ],
       "notes": "The upstream ETHOS repository contains the binary dataset and its LICENSE says GNU GPL version 3. The upstream license file applies to a repository containing software and dataset; the HF conversion itself has no license statement. Review scope before relying on GPL as a data license.",
       "checked_at": "2026-09-30",
-      "id": "source-024"
+      "id": "source-024",
+      "license_display": "GPL-3.0"
     },
     {
       "url": "https://huggingface.co/datasets/allenai/ai2_arc",
@@ -162,7 +169,8 @@
       ],
       "notes": "License is explicitly declared in the cited source dataset card/metadata. This audit did not establish a separate blanket license for every upstream third-party component or source work; check the linked original dataset terms before reuse.",
       "checked_at": "2026-09-30",
-      "id": "source-027"
+      "id": "source-027",
+      "license_display": "CC BY-SA 4.0"
     },
     {
       "url": "https://huggingface.co/datasets/allenai/openbookqa",
@@ -180,7 +188,8 @@
       ],
       "notes": "HF card frontmatter explicitly says unknown. The original AllenAI repository has an Apache-2.0 LICENSE, but it is a repository-level grant; the dataset page’s card does not itself state a data license. Cite as upstream repository license, qualified for dataset scope.",
       "checked_at": "2026-09-30",
-      "id": "source-030"
+      "id": "source-030",
+      "license_display": "Apache-2.0"
     },
     {
       "url": "https://huggingface.co/datasets/allenai/quartz",
@@ -196,7 +205,8 @@
       ],
       "notes": "License is explicitly declared in the cited source dataset card/metadata. This audit did not establish a separate blanket license for every upstream third-party component or source work; check the linked original dataset terms before reuse.",
       "checked_at": "2026-09-30",
-      "id": "source-033"
+      "id": "source-033",
+      "license_display": "CC BY 4.0"
     },
     {
       "url": "https://huggingface.co/datasets/allenai/winogrande",
@@ -210,7 +220,8 @@
       ],
       "notes": "The HF card has no license field. The original AllenAI repository includes an Apache-2.0 LICENSE. This is repository-level evidence; retain scope caveat for dataset content.",
       "checked_at": "2026-09-30",
-      "id": "source-036"
+      "id": "source-036",
+      "license_display": "Apache-2.0"
     },
     {
       "url": "https://huggingface.co/datasets/aps/super_glue",
@@ -228,7 +239,8 @@
       ],
       "notes": "This source row uses only SuperGLUE’s COPA config. SuperGLUE says tasks derive from individual source datasets; the official COPA project page has a dedicated License section reproducing the BSD 2-Clause license and USC copyright notice.",
       "checked_at": "2026-09-30",
-      "id": "source-039"
+      "id": "source-039",
+      "license_display": "BSD-2-Clause (COPA)"
     },
     {
       "url": "https://huggingface.co/datasets/castorini/mr-tydi",
@@ -250,7 +262,8 @@
       ],
       "notes": "Mr. TyDi official repository explicitly says dataset is Apache-2.0. The retained English collection is built on TyDi; official TyDi QA documentation says source articles are Wikipedia snapshots. Apache release metadata should not be interpreted as overriding applicable Wikipedia text licenses; preserve attribution/share-alike obligations for source text.",
       "checked_at": "2026-09-30",
-      "id": "source-042"
+      "id": "source-042",
+      "license_display": "Apache-2.0; Wikipedia text: CC BY-SA / GFDL"
     },
     {
       "url": "https://huggingface.co/datasets/fancyzhx/ag_news",
@@ -264,7 +277,8 @@
       ],
       "notes": "Reviewed original AG News corpus homepage and HF card; no license grant located. Homepage describes corpus and source news material; no declaration is not permission to reuse.",
       "checked_at": "2026-09-30",
-      "id": "source-045"
+      "id": "source-045",
+      "license_display": "Unknown"
     },
     {
       "url": "https://huggingface.co/datasets/google-research-datasets/go_emotions",
@@ -280,7 +294,8 @@
       ],
       "notes": "License is explicitly declared in the cited source dataset card/metadata. This audit did not establish a separate blanket license for every upstream third-party component or source work; check the linked original dataset terms before reuse.",
       "checked_at": "2026-09-30",
-      "id": "source-048"
+      "id": "source-048",
+      "license_display": "Apache-2.0"
     },
     {
       "url": "https://huggingface.co/datasets/google-research-datasets/poem_sentiment",
@@ -296,7 +311,8 @@
       ],
       "notes": "License is explicitly declared in the cited source dataset card/metadata. This audit did not establish a separate blanket license for every upstream third-party component or source work; check the linked original dataset terms before reuse.",
       "checked_at": "2026-09-30",
-      "id": "source-051"
+      "id": "source-051",
+      "license_display": "CC BY 4.0"
     },
     {
       "url": "https://huggingface.co/datasets/gretelai/gretel-pii-masking-en-v1",
@@ -312,7 +328,8 @@
       ],
       "notes": "License is explicitly declared in the cited source dataset card/metadata. This audit did not establish a separate blanket license for every upstream third-party component or source work; check the linked original dataset terms before reuse.",
       "checked_at": "2026-09-30",
-      "id": "source-054"
+      "id": "source-054",
+      "license_display": "Apache-2.0"
     },
     {
       "url": "https://huggingface.co/datasets/hendrycks/ethics",
@@ -328,7 +345,8 @@
       ],
       "notes": "License is explicitly declared in the cited source dataset card/metadata. This audit did not establish a separate blanket license for every upstream third-party component or source work; check the linked original dataset terms before reuse.",
       "checked_at": "2026-09-30",
-      "id": "source-057"
+      "id": "source-057",
+      "license_display": "MIT"
     },
     {
       "url": "https://huggingface.co/datasets/hotchpotch/pubmed-abstract-ir-simulated-search-queries",
@@ -346,7 +364,8 @@
       ],
       "notes": "The dataset card derives from PubMedAbstractsSubset and repeats its declared CC0-1.0, but abstracts may remain copyrighted by publishers/authors. CC0 should not be presented as blanket rights for the source text.",
       "checked_at": "2026-09-30",
-      "id": "source-060"
+      "id": "source-060",
+      "license_display": "CC0 (metadata); abstract rights vary"
     },
     {
       "url": "https://huggingface.co/datasets/ibm-research/argument_quality_ranking_30k",
@@ -368,7 +387,8 @@
       ],
       "notes": "The dataset is published under IBM Research’s official Hugging Face organization, whose dataset metadata declares CC-BY-3.0. IBM’s publication page confirms this is the 30,497 crowd-sourced argument dataset released as part of the work. The card body licensing paragraph instead refers to “Copyright IBM 2014,” Wikipedia, and CC-BY-SA 3.0, which does not fit this dataset and conflicts with the frontmatter; preserve this discrepancy and do not substitute CC-BY-SA-3.0.",
       "checked_at": "2026-09-30",
-      "id": "source-063"
+      "id": "source-063",
+      "license_display": "CC BY 3.0 (conflicting source notices)"
     },
     {
       "url": "https://huggingface.co/datasets/lighteval/piqa",
@@ -382,7 +402,8 @@
       ],
       "notes": "Original PIQA project page explicitly identifies Academic Free License v3.0.",
       "checked_at": "2026-09-30",
-      "id": "source-066"
+      "id": "source-066",
+      "license_display": "AFL-3.0"
     },
     {
       "url": "https://huggingface.co/datasets/miracl/miracl",
@@ -404,7 +425,8 @@
       ],
       "notes": "The retained source is topics/qrels, whose card declares Apache-2.0. Its sibling miracl/miracl-corpus declares Apache-2.0 but explicitly says documents are passages from Wikipedia dumps. MIRACL corpus was produced from older Wikipedia dumps, when Wikipedia text was under CC BY-SA 3.0 and GFDL; corpus/package Apache metadata must not be treated as overriding original text licenses.",
       "checked_at": "2026-09-30",
-      "id": "source-069"
+      "id": "source-069",
+      "license_display": "Apache-2.0; Wikipedia text: CC BY-SA / GFDL"
     },
     {
       "url": "https://huggingface.co/datasets/mteb/Robust04InstructionRetrieval",
@@ -426,7 +448,8 @@
       ],
       "notes": "The HF card declares MIT, but corpus is Robust04/TREC Disks 4 and 5. NIST says these collections are copyrighted and should be used for research; access requires organizational/individual agreements. Thus MIT applies at most to this derived instruction package, not source articles.",
       "checked_at": "2026-09-30",
-      "id": "source-072"
+      "id": "source-072",
+      "license_display": "MIT (annotations); TREC research-access terms"
     },
     {
       "url": "https://huggingface.co/datasets/nvidia/Aegis-AI-Content-Safety-Dataset-2.0",
@@ -442,7 +465,8 @@
       ],
       "notes": "License is explicitly declared in the cited source dataset card/metadata. This audit did not establish a separate blanket license for every upstream third-party component or source work; check the linked original dataset terms before reuse.",
       "checked_at": "2026-09-30",
-      "id": "source-075"
+      "id": "source-075",
+      "license_display": "CC BY 4.0"
     },
     {
       "url": "https://huggingface.co/datasets/nvidia/HelpSteer2",
@@ -458,7 +482,8 @@
       ],
       "notes": "License is explicitly declared in the cited source dataset card/metadata. This audit did not establish a separate blanket license for every upstream third-party component or source work; check the linked original dataset terms before reuse.",
       "checked_at": "2026-09-30",
-      "id": "source-078"
+      "id": "source-078",
+      "license_display": "CC BY 4.0"
     },
     {
       "url": "https://huggingface.co/datasets/nyu-mll/multi_nli",
@@ -472,7 +497,8 @@
       ],
       "notes": "Card describes multiple underlying Open American National Corpus and fiction licenses; metadata has several identifiers and an “other” value. Treat the included text as carrying source-specific terms, not as one blanket license.",
       "checked_at": "2026-09-30",
-      "id": "source-081"
+      "id": "source-081",
+      "license_display": "CC BY 3.0 / CC BY-SA 3.0 / OANC / public domain"
     },
     {
       "url": "https://huggingface.co/datasets/qiaojin/PubMedQA",
@@ -490,7 +516,8 @@
       ],
       "notes": "HF card declares MIT, and its data includes PubMed abstracts. NLM says it does not claim copyright on abstracts; publishers/authors may hold copyright. Do not treat MIT as a blanket grant for abstract text.",
       "checked_at": "2026-09-30",
-      "id": "source-084"
+      "id": "source-084",
+      "license_display": "MIT (dataset); abstract rights vary"
     },
     {
       "url": "https://huggingface.co/datasets/sentence-transformers/agnews",
@@ -508,7 +535,8 @@
       ],
       "notes": "Reviewed original AG News corpus homepage, HF card, and Sentence Transformers embedding-training-data notice. The distributor expressly disclaims granting dataset licenses; no AG News content license was found.",
       "checked_at": "2026-09-30",
-      "id": "source-087"
+      "id": "source-087",
+      "license_display": "Unknown"
     },
     {
       "url": "https://huggingface.co/datasets/sentence-transformers/gooaq",
@@ -530,7 +558,8 @@
       ],
       "notes": "AllenAI GooAQ source README says it should not be used for commercial purposes and points to LICENSE. The LICENSE is Apache-2.0, but the README restriction means its scope over dataset content needs careful reading; do not treat Apache code license alone as commercial clearance. HF embedding-training-data explicitly says it does not grant or vouch for dataset licenses.",
       "checked_at": "2026-09-30",
-      "id": "source-090"
+      "id": "source-090",
+      "license_display": "Non-commercial use only"
     },
     {
       "url": "https://huggingface.co/datasets/slinusc/PubMedAbstractsSubset",
@@ -548,7 +577,8 @@
       ],
       "notes": "The card declares CC0-1.0, but NLM states it does not claim copyright on PubMed abstracts and publishers/authors may hold copyright, and advises users that it provides no legal advice. Therefore CC0 cannot be treated as a blanket grant for abstract text. This caveat also applies to hotchpotch/pubmed-abstract-ir-simulated-search-queries derived from this source.",
       "checked_at": "2026-09-30",
-      "id": "source-093"
+      "id": "source-093",
+      "license_display": "CC0 (metadata); abstract rights vary"
     },
     {
       "url": "https://huggingface.co/datasets/tasksource/FOL-nli",
@@ -564,7 +594,8 @@
       ],
       "notes": "License is explicitly declared in the cited source dataset card/metadata. This audit did not establish a separate blanket license for every upstream third-party component or source work; check the linked original dataset terms before reuse.",
       "checked_at": "2026-09-30",
-      "id": "source-096"
+      "id": "source-096",
+      "license_display": "Apache-2.0"
     },
     {
       "url": "https://huggingface.co/datasets/tasksource/SpaceNLI",
@@ -580,7 +611,8 @@
       ],
       "notes": "License is explicitly declared in the cited source dataset card/metadata. This audit did not establish a separate blanket license for every upstream third-party component or source work; check the linked original dataset terms before reuse.",
       "checked_at": "2026-09-30",
-      "id": "source-099"
+      "id": "source-099",
+      "license_display": "MIT"
     },
     {
       "url": "https://huggingface.co/datasets/tasksource/commonsense_qa_2.0",
@@ -596,7 +628,8 @@
       ],
       "notes": "License is explicitly declared in the cited source dataset card/metadata. This audit did not establish a separate blanket license for every upstream third-party component or source work; check the linked original dataset terms before reuse.",
       "checked_at": "2026-09-30",
-      "id": "source-102"
+      "id": "source-102",
+      "license_display": "CC BY 4.0"
     },
     {
       "url": "https://huggingface.co/datasets/tasksource/esci",
@@ -612,7 +645,8 @@
       ],
       "notes": "License is explicitly declared in the cited source dataset card/metadata. This audit did not establish a separate blanket license for every upstream third-party component or source work; check the linked original dataset terms before reuse.",
       "checked_at": "2026-09-30",
-      "id": "source-105"
+      "id": "source-105",
+      "license_display": "Apache-2.0"
     },
     {
       "url": "https://huggingface.co/datasets/tasksource/lexcomp-nc-relation",
@@ -628,7 +662,8 @@
       ],
       "notes": "License is explicitly declared in the cited source dataset card/metadata. This audit did not establish a separate blanket license for every upstream third-party component or source work; check the linked original dataset terms before reuse.",
       "checked_at": "2026-09-30",
-      "id": "source-108"
+      "id": "source-108",
+      "license_display": "Apache-2.0"
     },
     {
       "url": "https://huggingface.co/datasets/tasksource/miqa",
@@ -642,7 +677,8 @@
       ],
       "notes": "Fetched source snapshot frontmatter says only `license: cc-by-4.0`; imported metadata also included Apache-2.0 without support from this card. Underlying MIQA sources may carry additional terms; the card does not establish an Apache-2.0 grant.",
       "checked_at": "2026-09-30",
-      "id": "source-111"
+      "id": "source-111",
+      "license_display": "CC BY 4.0"
     },
     {
       "url": "https://huggingface.co/datasets/tasksource/naturallogic",
@@ -656,7 +692,8 @@
       ],
       "notes": "Fetched source snapshot frontmatter says Apache-2.0 only. The second CC-BY-SA-4.0 identifier in imported metadata is unsupported by this card; the linked original project should be checked for source-level terms.",
       "checked_at": "2026-09-30",
-      "id": "source-114"
+      "id": "source-114",
+      "license_display": "Apache-2.0"
     },
     {
       "url": "https://huggingface.co/datasets/tasksource/robustLR",
@@ -670,7 +707,8 @@
       ],
       "notes": "HF card itself omits a license, but original INK-USC RobustLR repository has a MIT License naming INK Lab @ USC and 2022. Snapshotted upstream LICENSE in evidence/batch-1/deep-2.txt.",
       "checked_at": "2026-09-30",
-      "id": "source-117"
+      "id": "source-117",
+      "license_display": "MIT"
     },
     {
       "url": "https://huggingface.co/datasets/tasksource/scone",
@@ -686,7 +724,8 @@
       ],
       "notes": "License is explicitly declared in the cited source dataset card/metadata. This audit did not establish a separate blanket license for every upstream third-party component or source work; check the linked original dataset terms before reuse.",
       "checked_at": "2026-09-30",
-      "id": "source-120"
+      "id": "source-120",
+      "license_display": "CC0-1.0"
     },
     {
       "url": "https://huggingface.co/datasets/tasksource/strategy-qa",
@@ -700,7 +739,8 @@
       ],
       "notes": "Pinned snapshot URL returned 404, but the original official StrategyQA repository by the authors contains an MIT LICENSE. This is upstream evidence, not the failed snapshot.",
       "checked_at": "2026-09-30",
-      "id": "source-123"
+      "id": "source-123",
+      "license_display": "MIT"
     },
     {
       "url": "https://huggingface.co/datasets/tasksource/winowhy",
@@ -714,7 +754,8 @@
       ],
       "notes": "Original WinoWhy repository LICENSE is MIT. HF snapshot only has MIT frontmatter and the repository includes added generated explanations; verify that source materials permit the intended downstream use.",
       "checked_at": "2026-09-30",
-      "id": "source-126"
+      "id": "source-126",
+      "license_display": "MIT"
     },
     {
       "url": "https://huggingface.co/datasets/ucirvine/sms_spam",
@@ -728,7 +769,8 @@
       ],
       "notes": "Original UCI dataset page explicitly identifies the SMS Spam Collection as licensed under Creative Commons Attribution 4.0 International.",
       "checked_at": "2026-09-30",
-      "id": "source-129"
+      "id": "source-129",
+      "license_display": "CC BY 4.0"
     },
     {
       "url": "https://github.com/UKPLab/acl2022-impli",
@@ -744,7 +786,8 @@
       ],
       "notes": "License recorded from source dataset repository metadata; upstream provenance and any embedded third-party content require dataset-specific scope review.",
       "checked_at": "2026-09-30",
-      "id": "source-003"
+      "id": "source-003",
+      "license_display": "Apache-2.0"
     },
     {
       "url": "https://github.com/google-research-datasets/dstc8-schema-guided-dialogue",
@@ -760,7 +803,8 @@
       ],
       "notes": "License recorded from source dataset repository metadata; upstream provenance and any embedded third-party content require dataset-specific scope review.",
       "checked_at": "2026-09-30",
-      "id": "source-006"
+      "id": "source-006",
+      "license_display": "CC BY-SA 4.0"
     },
     {
       "url": "https://github.com/stanfordnlp/contract-nli",
@@ -776,7 +820,8 @@
       ],
       "notes": "License recorded from source dataset repository metadata; upstream provenance and any embedded third-party content require dataset-specific scope review.",
       "checked_at": "2026-09-30",
-      "id": "source-010"
+      "id": "source-010",
+      "license_display": "CC BY 4.0"
     },
     {
       "url": "https://huggingface.co/datasets/Anthropic/hh-rlhf",
@@ -792,7 +837,8 @@
       ],
       "notes": "License recorded from source dataset repository metadata; upstream provenance and any embedded third-party content require dataset-specific scope review.",
       "checked_at": "2026-09-30",
-      "id": "source-013"
+      "id": "source-013",
+      "license_display": "MIT"
     },
     {
       "url": "https://huggingface.co/datasets/HuggingFaceFW/fineweb-edu",
@@ -808,7 +854,8 @@
       ],
       "notes": "License recorded from source dataset repository metadata; upstream provenance and any embedded third-party content require dataset-specific scope review.",
       "checked_at": "2026-09-30",
-      "id": "source-016"
+      "id": "source-016",
+      "license_display": "ODC-By 1.0 (database); source-page rights vary"
     },
     {
       "url": "https://huggingface.co/datasets/Paul/hatecheck",
@@ -824,7 +871,8 @@
       ],
       "notes": "License recorded from source dataset repository metadata; upstream provenance and any embedded third-party content require dataset-specific scope review.",
       "checked_at": "2026-09-30",
-      "id": "source-019"
+      "id": "source-019",
+      "license_display": "CC BY 4.0"
     },
     {
       "url": "https://huggingface.co/datasets/Samsoup/cosmos_qa",
@@ -840,7 +888,8 @@
       ],
       "notes": "License recorded from source dataset repository metadata; upstream provenance and any embedded third-party content require dataset-specific scope review.",
       "checked_at": "2026-09-30",
-      "id": "source-022"
+      "id": "source-022",
+      "license_display": "CC BY 4.0"
     },
     {
       "url": "https://huggingface.co/datasets/Shitao/bge-m3-data",
@@ -854,7 +903,9 @@
       ],
       "notes": "The BGE-M3 card enumerates its constituent datasets but declares no aggregate data license. Original-source terms are listed separately for the retained configurations in README. This review adds the previously missing COLIEE and SimCSE/SNLI/MultiNLI references. COLIEE reuse/redistribution terms remain unresolved. A model or training-code MIT license does not replace these corpus terms.",
       "checked_at": "2026-09-30",
-      "id": "source-025"
+      "id": "source-025",
+      "license_display": "No aggregate license declared; constituent terms apply",
+      "hide_license_in_readme": true
     },
     {
       "url": "https://huggingface.co/datasets/allenai/art",
@@ -880,7 +931,8 @@
       ],
       "notes": "The original repository offers an Apache-2.0 LICENSE, but the separate official data archives anli.zip and anlg.zip contain only JSONL data/labels and no README, LICENSE, NOTICE, or COPYING file. Thus the code license does not establish dataset terms; no data-specific grant was found in the packaged downloads.",
       "checked_at": "2026-09-30",
-      "id": "source-028"
+      "id": "source-028",
+      "license_display": "Unknown"
     },
     {
       "url": "https://huggingface.co/datasets/allenai/qasc",
@@ -896,7 +948,8 @@
       ],
       "notes": "License recorded from source dataset repository metadata; upstream provenance and any embedded third-party content require dataset-specific scope review.",
       "checked_at": "2026-09-30",
-      "id": "source-031"
+      "id": "source-031",
+      "license_display": "CC BY 4.0"
     },
     {
       "url": "https://huggingface.co/datasets/allenai/ropes",
@@ -912,7 +965,8 @@
       ],
       "notes": "License recorded from source dataset repository metadata; upstream provenance and any embedded third-party content require dataset-specific scope review.",
       "checked_at": "2026-09-30",
-      "id": "source-034"
+      "id": "source-034",
+      "license_display": "CC BY 4.0"
     },
     {
       "url": "https://huggingface.co/datasets/allenai/wiqa",
@@ -928,7 +982,8 @@
       ],
       "notes": "License recorded from source dataset repository metadata; upstream provenance and any embedded third-party content require dataset-specific scope review.",
       "checked_at": "2026-09-30",
-      "id": "source-037"
+      "id": "source-037",
+      "license_display": "Apache-2.0"
     },
     {
       "url": "https://huggingface.co/datasets/baber/social_i_qa",
@@ -944,7 +999,8 @@
       ],
       "notes": "License recorded from source dataset repository metadata; upstream provenance and any embedded third-party content require dataset-specific scope review.",
       "checked_at": "2026-09-30",
-      "id": "source-040"
+      "id": "source-040",
+      "license_display": "CC BY 4.0"
     },
     {
       "url": "https://huggingface.co/datasets/clinc/clinc_oos",
@@ -960,7 +1016,8 @@
       ],
       "notes": "License recorded from source dataset repository metadata; upstream provenance and any embedded third-party content require dataset-specific scope review.",
       "checked_at": "2026-09-30",
-      "id": "source-043"
+      "id": "source-043",
+      "license_display": "CC BY 3.0"
     },
     {
       "url": "https://huggingface.co/datasets/fancyzhx/dbpedia_14",
@@ -976,7 +1033,8 @@
       ],
       "notes": "License recorded from source dataset repository metadata; upstream provenance and any embedded third-party content require dataset-specific scope review.",
       "checked_at": "2026-09-30",
-      "id": "source-046"
+      "id": "source-046",
+      "license_display": "CC BY-SA 3.0"
     },
     {
       "url": "https://huggingface.co/datasets/google-research-datasets/natural_questions",
@@ -992,7 +1050,8 @@
       ],
       "notes": "License recorded from source dataset repository metadata; upstream provenance and any embedded third-party content require dataset-specific scope review.",
       "checked_at": "2026-09-30",
-      "id": "source-049"
+      "id": "source-049",
+      "license_display": "CC BY-SA 3.0"
     },
     {
       "url": "https://huggingface.co/datasets/google/boolq",
@@ -1008,7 +1067,8 @@
       ],
       "notes": "License recorded from source dataset repository metadata; upstream provenance and any embedded third-party content require dataset-specific scope review.",
       "checked_at": "2026-09-30",
-      "id": "source-052"
+      "id": "source-052",
+      "license_display": "CC BY-SA 3.0"
     },
     {
       "url": "https://huggingface.co/datasets/hakari-bench/NanoBEIR-en",
@@ -1149,7 +1209,8 @@
           ]
         }
       },
-      "id": "source-055"
+      "id": "source-055",
+      "license_display": "mixed by component (see components)"
     },
     {
       "url": "https://huggingface.co/datasets/hotchpotch/arxiv-ir-simulated-search-queries",
@@ -1165,7 +1226,8 @@
       ],
       "notes": "License recorded from source dataset repository metadata; upstream provenance and any embedded third-party content require dataset-specific scope review.",
       "checked_at": "2026-09-30",
-      "id": "source-058"
+      "id": "source-058",
+      "license_display": "CC0 (metadata); paper licenses vary"
     },
     {
       "url": "https://huggingface.co/datasets/hotchpotch/wikipedia-english-ir-simulated-search-queries",
@@ -1186,7 +1248,8 @@
       ],
       "notes": "Wikipedia-derived text carries source-content terms, while generated query strings have separate authorship/provenance. Dataset card links singletongue/wikipedia-paragraphs as source family; content-level exceptions can vary.",
       "checked_at": "2026-09-30",
-      "id": "source-061"
+      "id": "source-061",
+      "license_display": "CC BY-SA 4.0 / GFDL"
     },
     {
       "url": "https://huggingface.co/datasets/jhu-clsp/FollowIR-train",
@@ -1204,7 +1267,8 @@
       ],
       "notes": "The live dataset card declares Apache-2.0. It says query/instruction pairs come from TREC track narratives and synthetic documents were generated with GPT-3.5-Turbo-1106 then filtered with Mistral; the card wording about “filtered instructions only” is inconsistent with its schema, which includes a document field. Preserve the TREC source rights caveat; no standalone TREC license was established here.",
       "checked_at": "2026-09-30",
-      "id": "source-064"
+      "id": "source-064",
+      "license_display": "Apache-2.0"
     },
     {
       "url": "https://huggingface.co/datasets/mandarjoshi/trivia_qa",
@@ -1224,7 +1288,8 @@
       ],
       "notes": "Project declares Apache-2.0 for dataset, but HF card warns that included questions/documents are not owned by UW; third-party source documents may carry separate rights. Treat as qualified, not blanket clearance.",
       "checked_at": "2026-09-30",
-      "id": "source-067"
+      "id": "source-067",
+      "license_display": "Apache-2.0"
     },
     {
       "url": "https://huggingface.co/datasets/mteb/Core17InstructionRetrieval",
@@ -1250,7 +1315,8 @@
       ],
       "notes": "The MTEB task card declares MIT, and its source dataset card identifies the data as Core17 documents/queries. Core17 is based on the New York Times Annotated Corpus (LDC2008T19), not the TREC Washington Post corpus (that is Core18). Treat the MIT card declaration as applying to this release/annotations; underlying NYT articles remain governed by their corpus access terms.",
       "checked_at": "2026-09-30",
-      "id": "source-070"
+      "id": "source-070",
+      "license_display": "MIT (annotations); NYT corpus access terms"
     },
     {
       "url": "https://huggingface.co/datasets/nightingal3/fig-qa",
@@ -1266,7 +1332,8 @@
       ],
       "notes": "License recorded from source dataset repository metadata; upstream provenance and any embedded third-party content require dataset-specific scope review.",
       "checked_at": "2026-09-30",
-      "id": "source-073"
+      "id": "source-073",
+      "license_display": "MIT"
     },
     {
       "url": "https://huggingface.co/datasets/nvidia/CantTalkAboutThis-Topic-Control-Dataset",
@@ -1282,7 +1349,8 @@
       ],
       "notes": "License recorded from source dataset repository metadata; upstream provenance and any embedded third-party content require dataset-specific scope review.",
       "checked_at": "2026-09-30",
-      "id": "source-076"
+      "id": "source-076",
+      "license_display": "CC BY 4.0"
     },
     {
       "url": "https://huggingface.co/datasets/nvidia/HelpSteer3",
@@ -1298,7 +1366,8 @@
       ],
       "notes": "License recorded from source dataset repository metadata; upstream provenance and any embedded third-party content require dataset-specific scope review.",
       "checked_at": "2026-09-30",
-      "id": "source-079"
+      "id": "source-079",
+      "license_display": "CC BY 4.0"
     },
     {
       "url": "https://huggingface.co/datasets/open-index/open-arxiv",
@@ -1320,7 +1389,8 @@
       ],
       "notes": "The card says it contains arXiv metadata only and is derived from Cornell’s Kaggle arXiv metadata dataset under CC0 1.0. It explicitly says papers have individual licenses in the record `license` field; CC0 does not extend to paper full text or source files. The used metadata rows still include abstracts, so retain the dataset’s stated metadata CC0 scope and paper-level field rather than treating the articles as CC0.",
       "checked_at": "2026-09-30",
-      "id": "source-082"
+      "id": "source-082",
+      "license_display": "CC0 (metadata); paper licenses vary"
     },
     {
       "url": "https://huggingface.co/datasets/rajpurkar/squad",
@@ -1336,7 +1406,8 @@
       ],
       "notes": "License recorded from source dataset repository metadata; upstream provenance and any embedded third-party content require dataset-specific scope review.",
       "checked_at": "2026-09-30",
-      "id": "source-085"
+      "id": "source-085",
+      "license_display": "CC BY-SA 4.0"
     },
     {
       "url": "https://huggingface.co/datasets/sentence-transformers/all-nli",
@@ -1364,7 +1435,8 @@
       ],
       "notes": "Composite uses SNLI and MultiNLI. SNLI is CC BY-SA 4.0. The MultiNLI paper Distribution section describes mixed upstream terms: most sources are OANC terms; fiction Seven Swords is CC BY-SA 3.0; Living History and Password Incorrect are CC BY 3.0; other text is US public domain. Do not summarize the corpus with one blanket license; retain source-specific terms.",
       "checked_at": "2026-09-30",
-      "id": "source-088"
+      "id": "source-088",
+      "license_display": "SNLI: CC BY-SA 4.0; MultiNLI: CC BY 3.0 / CC BY-SA 3.0 / OANC / public domain"
     },
     {
       "url": "https://huggingface.co/datasets/sentence-transformers/natural-questions",
@@ -1382,7 +1454,8 @@
       ],
       "notes": "Verified at the official Google dataset distribution. NQ includes rendered Wikipedia page text; source page identifies the dataset license as CC BY-SA 3.0.",
       "checked_at": "2026-09-30",
-      "id": "source-091"
+      "id": "source-091",
+      "license_display": "CC BY-SA 3.0"
     },
     {
       "url": "https://huggingface.co/datasets/stanfordnlp/snli",
@@ -1398,7 +1471,8 @@
       ],
       "notes": "License recorded from source dataset repository metadata; upstream provenance and any embedded third-party content require dataset-specific scope review.",
       "checked_at": "2026-09-30",
-      "id": "source-094"
+      "id": "source-094",
+      "license_display": "CC BY-SA 4.0"
     },
     {
       "url": "https://huggingface.co/datasets/tasksource/PLANE-ood",
@@ -1414,7 +1488,8 @@
       ],
       "notes": "License recorded from source dataset repository metadata; upstream provenance and any embedded third-party content require dataset-specific scope review.",
       "checked_at": "2026-09-30",
-      "id": "source-097"
+      "id": "source-097",
+      "license_display": "CC BY 2.0"
     },
     {
       "url": "https://huggingface.co/datasets/tasksource/arct",
@@ -1430,7 +1505,8 @@
       ],
       "notes": "License recorded from source dataset repository metadata; upstream provenance and any embedded third-party content require dataset-specific scope review.",
       "checked_at": "2026-09-30",
-      "id": "source-100"
+      "id": "source-100",
+      "license_display": "Apache-2.0"
     },
     {
       "url": "https://huggingface.co/datasets/tasksource/corr2cause",
@@ -1446,7 +1522,8 @@
       ],
       "notes": "License recorded from source dataset repository metadata; upstream provenance and any embedded third-party content require dataset-specific scope review.",
       "checked_at": "2026-09-30",
-      "id": "source-103"
+      "id": "source-103",
+      "license_display": "MIT"
     },
     {
       "url": "https://huggingface.co/datasets/tasksource/feasibilityQA",
@@ -1462,7 +1539,8 @@
       ],
       "notes": "License recorded from source dataset repository metadata; upstream provenance and any embedded third-party content require dataset-specific scope review.",
       "checked_at": "2026-09-30",
-      "id": "source-106"
+      "id": "source-106",
+      "license_display": "MIT"
     },
     {
       "url": "https://huggingface.co/datasets/tasksource/logical-entailment",
@@ -1478,7 +1556,8 @@
       ],
       "notes": "License recorded from source dataset repository metadata; upstream provenance and any embedded third-party content require dataset-specific scope review.",
       "checked_at": "2026-09-30",
-      "id": "source-109"
+      "id": "source-109",
+      "license_display": "Apache-2.0"
     },
     {
       "url": "https://huggingface.co/datasets/tasksource/monotonicity-entailment",
@@ -1494,7 +1573,8 @@
       ],
       "notes": "License recorded from source dataset repository metadata; upstream provenance and any embedded third-party content require dataset-specific scope review.",
       "checked_at": "2026-09-30",
-      "id": "source-112"
+      "id": "source-112",
+      "license_display": "Apache-2.0"
     },
     {
       "url": "https://huggingface.co/datasets/tasksource/nlsat",
@@ -1510,7 +1590,8 @@
       ],
       "notes": "License recorded from source dataset repository metadata; upstream provenance and any embedded third-party content require dataset-specific scope review.",
       "checked_at": "2026-09-30",
-      "id": "source-115"
+      "id": "source-115",
+      "license_display": "Apache-2.0"
     },
     {
       "url": "https://huggingface.co/datasets/tasksource/ruletaker",
@@ -1526,7 +1607,8 @@
       ],
       "notes": "License recorded from source dataset repository metadata; upstream provenance and any embedded third-party content require dataset-specific scope review.",
       "checked_at": "2026-09-30",
-      "id": "source-118"
+      "id": "source-118",
+      "license_display": "Apache-2.0"
     },
     {
       "url": "https://huggingface.co/datasets/tasksource/spartqa-mchoice",
@@ -1542,7 +1624,8 @@
       ],
       "notes": "License recorded from source dataset repository metadata; upstream provenance and any embedded third-party content require dataset-specific scope review.",
       "checked_at": "2026-09-30",
-      "id": "source-121"
+      "id": "source-121",
+      "license_display": "MIT"
     },
     {
       "url": "https://huggingface.co/datasets/tasksource/temporal-nli",
@@ -1558,7 +1641,8 @@
       ],
       "notes": "License recorded from source dataset repository metadata; upstream provenance and any embedded third-party content require dataset-specific scope review.",
       "checked_at": "2026-09-30",
-      "id": "source-124"
+      "id": "source-124",
+      "license_display": "Apache-2.0"
     },
     {
       "url": "https://huggingface.co/datasets/tau/commonsense_qa",
@@ -1574,7 +1658,8 @@
       ],
       "notes": "License recorded from source dataset repository metadata; upstream provenance and any embedded third-party content require dataset-specific scope review.",
       "checked_at": "2026-09-30",
-      "id": "source-127"
+      "id": "source-127",
+      "license_display": "MIT"
     },
     {
       "url": "https://huggingface.co/datasets/universal-dependencies/universal_dependencies",
@@ -1592,7 +1677,8 @@
       ],
       "notes": "The active input config is ud_ewt (English-EWT). Its upstream treebank-specific license page and LICENSE.txt both specify CC BY-SA 4.0. Other UD treebanks carry separate terms; they are outside this active subset.",
       "checked_at": "2026-09-30",
-      "id": "source-130"
+      "id": "source-130",
+      "license_display": "CC BY-SA 4.0"
     },
     {
       "url": "https://github.com/causalNLP/cladder",
@@ -1612,7 +1698,8 @@
       ],
       "notes": "",
       "checked_at": "2026-09-29T23:04:43Z",
-      "id": "source-004"
+      "id": "source-004",
+      "license_display": "MIT"
     },
     {
       "url": "https://github.com/nyu-mll/crows-pairs",
@@ -1628,7 +1715,8 @@
       ],
       "notes": "",
       "checked_at": "2026-09-29T23:04:43Z",
-      "id": "source-007"
+      "id": "source-007",
+      "license_display": "CC BY-SA 4.0"
     },
     {
       "url": "https://github.com/uclanlp/corefBias",
@@ -1648,7 +1736,8 @@
       ],
       "notes": "",
       "checked_at": "2026-09-29T23:04:43Z",
-      "id": "source-011"
+      "id": "source-011",
+      "license_display": "MIT"
     },
     {
       "url": "https://huggingface.co/datasets/DFKI-SLT/few-nerd",
@@ -1664,7 +1753,8 @@
       ],
       "notes": "",
       "checked_at": "2026-09-29T23:04:43Z",
-      "id": "source-014"
+      "id": "source-014",
+      "license_display": "CC BY-SA 4.0"
     },
     {
       "url": "https://huggingface.co/datasets/LocalLLaMA/typed-decisions",
@@ -1680,7 +1770,8 @@
       ],
       "notes": "",
       "checked_at": "2026-09-29T23:04:43Z",
-      "id": "source-017"
+      "id": "source-017",
+      "license_display": "Apache-2.0"
     },
     {
       "url": "https://huggingface.co/datasets/PolyAI/banking77",
@@ -1696,7 +1787,8 @@
       ],
       "notes": "",
       "checked_at": "2026-09-29T23:04:43Z",
-      "id": "source-020"
+      "id": "source-020",
+      "license_display": "CC BY 4.0"
     },
     {
       "url": "https://huggingface.co/datasets/SetFit/enron_spam",
@@ -1714,7 +1806,8 @@
       ],
       "notes": "The original AUEB dataset page identifies Enron-Spam as ham messages from Enron plus added spam and offers raw/preprocessed files, but no dataset license was found. A third-party cleaned CSV repository’s GPL-3.0 is a separate repackaging/code claim and is not adopted as the upstream data license.",
       "checked_at": "2026-09-29T23:04:43Z",
-      "id": "source-023"
+      "id": "source-023",
+      "license_display": "Unknown"
     },
     {
       "url": "https://huggingface.co/datasets/ZefanCai/Open-Jev",
@@ -1732,7 +1825,8 @@
       ],
       "notes": "The card explicitly limits CC0 to generated records; some included content is derived from TypeSafe documentation or external source material with separate or unverified terms. Treat the aggregate dataset as mixed; CC0 applies only to identified generated subsets.",
       "checked_at": "2026-09-29T23:04:43Z",
-      "id": "source-026"
+      "id": "source-026",
+      "license_display": "CC0-1.0 / CC0 (conversations); question license unknown / CC0 (numeric data)"
     },
     {
       "url": "https://huggingface.co/datasets/allenai/gooaq",
@@ -1757,7 +1851,8 @@
       ],
       "notes": "GooAQ README explicitly says “This dataset should not be used for any commercial purposes” and points to the LICENSE. The repository LICENSE is Apache-2.0, creating an apparent mismatch; record the dataset restriction and do not present the repository license as an unambiguous commercial data grant.",
       "checked_at": "2026-09-29T23:04:43Z",
-      "id": "source-029"
+      "id": "source-029",
+      "license_display": "Non-commercial use only"
     },
     {
       "url": "https://huggingface.co/datasets/allenai/qasper",
@@ -1773,7 +1868,8 @@
       ],
       "notes": "",
       "checked_at": "2026-09-29T23:04:43Z",
-      "id": "source-032"
+      "id": "source-032",
+      "license_display": "CC BY 4.0"
     },
     {
       "url": "https://huggingface.co/datasets/allenai/scitail",
@@ -1789,7 +1885,8 @@
       ],
       "notes": "",
       "checked_at": "2026-09-29T23:04:43Z",
-      "id": "source-035"
+      "id": "source-035",
+      "license_display": "Apache-2.0"
     },
     {
       "url": "https://huggingface.co/datasets/amydeng2000/CREAK",
@@ -1811,7 +1908,8 @@
       ],
       "notes": "The HF card has no license statement. Original CREAK repository LICENSE.txt is the MIT license but defines the licensed work as “Software” and associated documentation; it does not expressly identify the dataset files as licensed. Keep the data grant qualified.",
       "checked_at": "2026-09-29T23:04:43Z",
-      "id": "source-038"
+      "id": "source-038",
+      "license_display": "MIT (repository); data license unconfirmed"
     },
     {
       "url": "https://huggingface.co/datasets/bitext/Bitext-customer-support-llm-chatbot-training-dataset",
@@ -1827,7 +1925,8 @@
       ],
       "notes": "",
       "checked_at": "2026-09-29T23:04:43Z",
-      "id": "source-041"
+      "id": "source-041",
+      "license_display": "cdla-sharing-1.0"
     },
     {
       "url": "https://huggingface.co/datasets/deepmind/aqua_rat",
@@ -1843,7 +1942,8 @@
       ],
       "notes": "",
       "checked_at": "2026-09-29T23:04:43Z",
-      "id": "source-044"
+      "id": "source-044",
+      "license_display": "Apache-2.0"
     },
     {
       "url": "https://huggingface.co/datasets/google-research-datasets/circa",
@@ -1859,7 +1959,8 @@
       ],
       "notes": "",
       "checked_at": "2026-09-29T23:04:43Z",
-      "id": "source-047"
+      "id": "source-047",
+      "license_display": "CC BY 4.0"
     },
     {
       "url": "https://huggingface.co/datasets/google-research-datasets/paws",
@@ -1889,7 +1990,8 @@
       ],
       "notes": "Local release adapter selects PAWS-Wiki labeled_final only. The original PAWS LICENSE grants free use of the dataset, while its Wiki sentences originate from Wikipedia under the 2019-era CC BY-SA 3.0/GFDL terms. These permissions should be represented separately. PAWS-QQP is not part of this local use; its README says it cannot be directly distributed due to QQP licensing.",
       "checked_at": "2026-09-29T23:04:43Z",
-      "id": "source-050"
+      "id": "source-050",
+      "license_display": "Google custom license; Wikipedia text: CC BY-SA / GFDL"
     },
     {
       "url": "https://huggingface.co/datasets/google/civil_comments",
@@ -1905,7 +2007,8 @@
       ],
       "notes": "",
       "checked_at": "2026-09-29T23:04:43Z",
-      "id": "source-053"
+      "id": "source-053",
+      "license_display": "CC0-1.0"
     },
     {
       "url": "https://huggingface.co/datasets/hakari-bench/NanoCoIR",
@@ -2047,7 +2150,8 @@
           ]
         }
       },
-      "id": "source-056"
+      "id": "source-056",
+      "license_display": "component-specific; no blanket license"
     },
     {
       "url": "https://huggingface.co/datasets/hotchpotch/fineweb-ir-simulated-search-queries",
@@ -2069,7 +2173,8 @@
       ],
       "notes": "The dataset card identifies a derived dataset from FineWeb-Edu and records upstream ODC-By. FineWeb’s database license does not relicense underlying web pages; Common Crawl terms also disclaim rights in third-party crawled content. No blanket copyright license for all underlying page text is established.",
       "checked_at": "2026-09-29T23:04:43Z",
-      "id": "source-059"
+      "id": "source-059",
+      "license_display": "ODC-By 1.0 (database); source-page rights vary"
     },
     {
       "url": "https://huggingface.co/datasets/hotpotqa/hotpot_qa",
@@ -2085,7 +2190,8 @@
       ],
       "notes": "",
       "checked_at": "2026-09-29T23:04:43Z",
-      "id": "source-062"
+      "id": "source-062",
+      "license_display": "CC BY-SA 4.0"
     },
     {
       "url": "https://huggingface.co/datasets/lighteval/bbq_helm",
@@ -2101,7 +2207,8 @@
       ],
       "notes": "",
       "checked_at": "2026-09-29T23:04:43Z",
-      "id": "source-065"
+      "id": "source-065",
+      "license_display": "CC BY 4.0"
     },
     {
       "url": "https://huggingface.co/datasets/microsoft/ms_marco",
@@ -2119,7 +2226,8 @@
       ],
       "notes": "Microsoft’s official MS MARCO terms restrict use to non-commercial research and expressly state distribution is without extending any license or other intellectual-property rights. The HF mirror has no metadata license.",
       "checked_at": "2026-09-29T23:04:43Z",
-      "id": "source-068"
+      "id": "source-068",
+      "license_display": "Non-commercial research only"
     },
     {
       "url": "https://huggingface.co/datasets/mteb/News21InstructionRetrieval",
@@ -2141,12 +2249,13 @@
       ],
       "notes": "The MTEB task card declares MIT, while its source_datasets field points to the JHU News21 instructions dataset. That source derives documents from the TREC Washington Post corpus; MIT on the task package does not relicense those article texts. NIST describes access by signed organizational and individual agreement. Keep release annotations and underlying WP corpus terms separate.",
       "checked_at": "2026-09-29T23:05:25Z",
-      "id": "source-071"
+      "id": "source-071",
+      "license_display": "MIT (annotations); Washington Post access terms"
     },
     {
       "url": "https://huggingface.co/datasets/nomic-ai/nomic-embed-unsupervised-data",
-      "license": "unknown (source attribution and terms for codesearch subset unverified)",
-      "status": "unresolved",
+      "license": "CodeSearchNet: MIT tools; source-code licenses vary",
+      "status": "qualified",
       "evidence": [
         {
           "url": "https://github.com/nomic-ai/contrastors/blob/main/src/contrastors/configs/data/contrastive_pretrain.yaml",
@@ -2161,9 +2270,15 @@
           "finding": "Data Access section describes Nomic-hosted data access, not a license grant for the subset or a source-level rights statement."
         }
       ],
-      "notes": "Local source inventory confirms use of only `codesearch` and `synthetic_relevance__codesearch`. Nomic contrastors training config maps the `codesearch` label to an internal codesearch_full bucket but does not identify its source dataset or provide component license terms. Similarity of the name to CodeSearchNet is insufficient to assert provenance, and CoIR benchmark terms do not automatically govern this Nomic copy. Upstream attribution/license remains unresolved.",
+      "notes": "The dataset maintainer identified codesearch as CodeSearchNet. Nomic remains the acquisition source. Individual source repositories retain their own licenses.",
       "checked_at": "2026-09-29T23:04:43Z",
-      "id": "source-074"
+      "id": "source-074",
+      "license_display": "MIT (tools); source-code licenses vary",
+      "license_source": "https://github.com/github/CodeSearchNet#data",
+      "license_review_status": "qualified",
+      "original_source_url": "https://github.com/github/CodeSearchNet",
+      "provenance_basis": "dataset maintainer clarification",
+      "hide_license_in_readme": true
     },
     {
       "url": "https://huggingface.co/datasets/nvidia/HelpSteer",
@@ -2179,7 +2294,8 @@
       ],
       "notes": "",
       "checked_at": "2026-09-29T23:04:43Z",
-      "id": "source-077"
+      "id": "source-077",
+      "license_display": "CC BY 4.0"
     },
     {
       "url": "https://huggingface.co/datasets/nyu-mll/blimp",
@@ -2195,7 +2311,8 @@
       ],
       "notes": "",
       "checked_at": "2026-09-29T23:04:43Z",
-      "id": "source-080"
+      "id": "source-080",
+      "license_display": "CC BY 4.0"
     },
     {
       "url": "https://huggingface.co/datasets/openai/gsm8k",
@@ -2211,7 +2328,8 @@
       ],
       "notes": "",
       "checked_at": "2026-09-29T23:04:43Z",
-      "id": "source-083"
+      "id": "source-083",
+      "license_display": "MIT"
     },
     {
       "url": "https://huggingface.co/datasets/rajpurkar/squad_v2",
@@ -2227,7 +2345,8 @@
       ],
       "notes": "",
       "checked_at": "2026-09-29T23:04:43Z",
-      "id": "source-086"
+      "id": "source-086",
+      "license_display": "CC BY-SA 4.0"
     },
     {
       "url": "https://huggingface.co/datasets/sentence-transformers/coco-captions",
@@ -2245,7 +2364,8 @@
       ],
       "notes": "This HF dataset contains caption annotation text. Official COCO terms license annotations under CC BY 4.0; they explicitly say COCO does not own image copyrights and image use must follow Flickr terms. Do not apply CC BY 4.0 to COCO images.",
       "checked_at": "2026-09-29T23:04:43Z",
-      "id": "source-089"
+      "id": "source-089",
+      "license_display": "CC BY 4.0 (captions)"
     },
     {
       "url": "https://huggingface.co/datasets/sentence-transformers/trivia-qa",
@@ -2259,7 +2379,8 @@
       ],
       "notes": "The original TriviaQA repository identifies Apache-2.0, but the HF copy contains evidence passages drawn from third-party web pages; that repository license may not grant rights to the underlying evidence text.",
       "checked_at": "2026-09-29T23:04:43Z",
-      "id": "source-092"
+      "id": "source-092",
+      "license_display": "Apache-2.0"
     },
     {
       "url": "https://huggingface.co/datasets/tasksource/Boardgame-QA",
@@ -2275,7 +2396,8 @@
       ],
       "notes": "",
       "checked_at": "2026-09-29T23:04:43Z",
-      "id": "source-095"
+      "id": "source-095",
+      "license_display": "CC BY 4.0"
     },
     {
       "url": "https://huggingface.co/datasets/tasksource/SDOH-NLI",
@@ -2291,7 +2413,8 @@
       ],
       "notes": "",
       "checked_at": "2026-09-29T23:04:43Z",
-      "id": "source-098"
+      "id": "source-098",
+      "license_display": "CC BY 4.0"
     },
     {
       "url": "https://huggingface.co/datasets/tasksource/babi_nli",
@@ -2307,7 +2430,8 @@
       ],
       "notes": "",
       "checked_at": "2026-09-29T23:04:43Z",
-      "id": "source-101"
+      "id": "source-101",
+      "license_display": "BSD"
     },
     {
       "url": "https://huggingface.co/datasets/tasksource/defeasible-nli",
@@ -2324,7 +2448,8 @@
       ],
       "notes": "",
       "checked_at": "2026-09-29T23:04:43Z",
-      "id": "source-104"
+      "id": "source-104",
+      "license_display": "Apache-2.0 / CC BY-SA 4.0"
     },
     {
       "url": "https://huggingface.co/datasets/tasksource/hans",
@@ -2340,7 +2465,8 @@
       ],
       "notes": "",
       "checked_at": "2026-09-29T23:04:43Z",
-      "id": "source-107"
+      "id": "source-107",
+      "license_display": "MIT"
     },
     {
       "url": "https://huggingface.co/datasets/tasksource/lonli",
@@ -2356,7 +2482,8 @@
       ],
       "notes": "",
       "checked_at": "2026-09-29T23:04:43Z",
-      "id": "source-110"
+      "id": "source-110",
+      "license_display": "MIT"
     },
     {
       "url": "https://huggingface.co/datasets/tasksource/mtop",
@@ -2372,7 +2499,8 @@
       ],
       "notes": "",
       "checked_at": "2026-09-29T23:04:43Z",
-      "id": "source-113"
+      "id": "source-113",
+      "license_display": "CC BY-SA 4.0"
     },
     {
       "url": "https://huggingface.co/datasets/tasksource/patent-phrase-similarity",
@@ -2388,7 +2516,8 @@
       ],
       "notes": "",
       "checked_at": "2026-09-29T23:04:43Z",
-      "id": "source-116"
+      "id": "source-116",
+      "license_display": "CC BY 4.0"
     },
     {
       "url": "https://huggingface.co/datasets/tasksource/scicite",
@@ -2406,7 +2535,8 @@
       ],
       "notes": "The live tasksource card labels the license unknown. AllenAI SciCite’s original README explains how to obtain the dataset but does not give dataset terms; the repository’s code license does not grant rights to the citation contexts or source papers.",
       "checked_at": "2026-09-29T23:04:43Z",
-      "id": "source-119"
+      "id": "source-119",
+      "license_display": "Unknown"
     },
     {
       "url": "https://huggingface.co/datasets/tasksource/stepgame",
@@ -2422,7 +2552,8 @@
       ],
       "notes": "",
       "checked_at": "2026-09-29T23:04:43Z",
-      "id": "source-122"
+      "id": "source-122",
+      "license_display": "MIT"
     },
     {
       "url": "https://huggingface.co/datasets/tasksource/tracie",
@@ -2438,7 +2569,8 @@
       ],
       "notes": "",
       "checked_at": "2026-09-29T23:04:43Z",
-      "id": "source-125"
+      "id": "source-125",
+      "license_display": "Apache-2.0"
     },
     {
       "url": "https://huggingface.co/datasets/ucberkeley-dlab/measuring-hate-speech",
@@ -2454,7 +2586,8 @@
       ],
       "notes": "",
       "checked_at": "2026-09-29T23:04:43Z",
-      "id": "source-128"
+      "id": "source-128",
+      "license_display": "CC BY 4.0"
     },
     {
       "url": "https://huggingface.co/datasets/zefang-liu/phishing-email-dataset",
@@ -2470,7 +2603,8 @@
       ],
       "notes": "",
       "checked_at": "2026-09-29T23:04:43Z",
-      "id": "source-131"
+      "id": "source-131",
+      "license_display": "LGPL-3.0"
     },
     {
       "url": "https://github.com/princeton-nlp/SimCSE",
@@ -2496,7 +2630,8 @@
           "finding": "Distribution section describes OANC terms, Share-Alike 3.0 for Seven Swords, CC-BY-3.0 for two named works, and US public-domain fiction."
         }
       ],
-      "id": "source-008"
+      "id": "source-008",
+      "license_display": "SNLI: CC BY-SA 4.0; MultiNLI: CC BY 3.0 / CC BY-SA 3.0 / OANC / public domain"
     },
     {
       "url": "https://coliee.org/archive/coliee-2022",
@@ -2518,7 +2653,8 @@
           "finding": "Current official access page requires application forms for past datasets."
         }
       ],
-      "id": "source-001"
+      "id": "source-001",
+      "license_display": "Unknown"
     }
   ],
   "authored_evaluation_subsets": {

sources.json

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