Repair review Croissant, provenance and scoped checksums; document complete native inputs

README.md

@@ -223,3 +223,12 @@ The author confirmed MIT for original research code on 10 October 2026. See the
 research repository's LICENSE and DATA_LICENSE.md. Dataset and third-party terms
 are unchanged. This acceptance addition does not change the bytes or identities
 of the previously published Atlas-input and research-record archives.
+
+
+## Atlas reconstruction inputs — 12 October 2026
+
+The original 15 viewer tables above remain a small review subset. Full Atlas offline reconstruction now has a separate frozen component: 64 native/curated input Parquet files, 1,807,346,651 bytes. [Download the native snapshot](https://huggingface.co/datasets/Oracle4CEG/OracleEconLab-Oracle-Incentives-v1/tree/c7df3127756d831a61c781d0531c155dc8d9c2fb/atlas/releases/atlas-repaired-20261012/native). Five pinned public source/registry archives are also retained separately.
+
+[Executable code and commands](https://github.com/virusLuke3/Oracle4SD-Atlas/tree/fix/usable-atlas-release-20261012) verify file hashes before reconstructing common, economic and application layers. The source is a repair branch; execution reports specify validated scope. Historical source snapshots are retained, not silently relabeled as corrected outputs.
+
+The root Croissant file describes only the original 15 review tables. Its JSON-LD, Boolean types, immutable file links and RAI descriptions were repaired and all 15 record sets were loaded with mlcroissant 1.1.0. See review_metadata_validation.json and review_provenance.json. These checks do not establish complete historical person/agent provenance or full-Atlas coverage. This revision has no dataset DOI.

checksums.csv

@@ -1,8 +1,8 @@
 path,bytes,sha256
 CITATION.cff,393,c46b616d6d071a9768b5d5f984d62964f06e1429fd7b1b0e825757c9cf447147
 DATA_LICENSE.md,700,c0e3ef630944b5a4ff01b35d13f5ce9248feb9f083542ac58800636793fdb72c
-README.md,8344,fb3d966201a34b454b682fd6d466878f0df2c4fbd6628b3eae661a12b6ac275d
-croissant.json,158464,43325a4470de00eb683b5e07219bcde9fc3bcf82712d21f58e1fcabca9237562
+README.md,13230,8fd254795f2f29fa7fae08639ad17c18ee3f86875bcd8811ddfcdb555c678389
+croissant.json,166372,e12711b4739eb9418f5aacc3ddba1100d43c857e87a70f9d70f3daaa680a5e1a
 data/abc_dictionary.parquet,31530,caf6c39c6331f7ea578b787279f1a89b8fbeda12bdedb68f2a50bf71259010bd
 data/ai_feature_dictionary.parquet,5715,f1ec0a4d97421392dee8d449d472fcd6bae29c3e57062e440f87d25429e380b7
 data/decision_evidence.parquet,197034,031e9d4f501537e9f9c57c8d6d8588cb154c9e2006a698ab6ab25150952e2732
@@ -42,4 +42,6 @@ public_evidence/ethereum_rpc_snapshot.json,29216,2af8dd712384c6b67e1323bdb0a9fde
 public_evidence/polygon_rpc_snapshot.json,99358,bdf308fce350db604af04f889826c16304081a0197b01fceae9e147450d273f8
 public_evidence/reproduction_report.md,2112,1260950b3559eef6f1ad42108b583c041f33bb2df7f0ebdf3580f968e6dcc490
 public_evidence/source_manifest.json,1419,af0ed9b92b73398e5af168adf74aea45022e8d2a6b586dd0095a4243bc80dc0f
+review_metadata_validation.json,5693,9a5e77671803732aae7c0e285cf54d423580e2d277c99c3a197daecdda06975d
+review_provenance.json,7081,cf5c786924af9b06863b8606b8427f35f1e5613cd7e0cbd269bc2c591435288e
 task_definition.json,3000,ee1a383495e9dd9a50b98acebc7ee11140a7a59fc7544eaddc7497640c926ff1

croissant.json

@@ -1,21 +1,63 @@
 {
   "@context": {
     "@language": "en",
+    "@vocab": "https://schema.org/",
+    "citeAs": "cr:citeAs",
+    "column": "cr:column",
+    "conformsTo": "dct:conformsTo",
     "cr": "http://mlcommons.org/croissant/",
     "rai": "http://mlcommons.org/croissant/RAI/",
-    "sc": "https://schema.org/"
+    "data": {
+      "@id": "cr:data",
+      "@type": "@json"
+    },
+    "dataType": {
+      "@id": "cr:dataType",
+      "@type": "@vocab"
+    },
+    "dct": "http://purl.org/dc/terms/",
+    "equivalentProperty": "cr:equivalentProperty",
+    "examples": {
+      "@id": "cr:examples",
+      "@type": "@json"
+    },
+    "extract": "cr:extract",
+    "field": "cr:field",
+    "fileProperty": "cr:fileProperty",
+    "fileObject": "cr:fileObject",
+    "fileSet": "cr:fileSet",
+    "format": "cr:format",
+    "includes": "cr:includes",
+    "isLiveDataset": "cr:isLiveDataset",
+    "jsonPath": "cr:jsonPath",
+    "key": "cr:key",
+    "md5": "cr:md5",
+    "parentField": "cr:parentField",
+    "path": "cr:path",
+    "recordSet": "cr:recordSet",
+    "references": "cr:references",
+    "regex": "cr:regex",
+    "repeated": "cr:repeated",
+    "replace": "cr:replace",
+    "samplingRate": "cr:samplingRate",
+    "sc": "https://schema.org/",
+    "separator": "cr:separator",
+    "source": "cr:source",
+    "subField": "cr:subField",
+    "transform": "cr:transform",
+    "prov": "http://www.w3.org/ns/prov#"
   },
   "@type": "sc:Dataset",
   "name": "OracleEconLab Oracle Incentives and Accountability v1",
   "description": "Review-sized, audit-first UMA economic episodes, A/B/C measures and decision-time evaluation records.",
   "url": "https://huggingface.co/datasets/Oracle4CEG/OracleEconLab-Oracle-Incentives-v1",
   "license": "https://creativecommons.org/licenses/by/4.0/",
-  "version": "1.5.0-draft",
+  "version": "1.5.0-review-metadata-repair-20261012",
   "datePublished": "2026-08-16",
   "citeAs": "Oracle-Nature Contributors (2026), OracleEconLab Economic Research Release v1.5.0.",
   "isLiveDataset": false,
   "conformsTo": "http://mlcommons.org/croissant/1.1",
-  "rai:hasSyntheticData": false,
+  "rai:hasSyntheticData": true,
   "rai:dataCollection": "Software collection of public Polygon and Ethereum protocol records, fixed RPC snapshots, deterministic cross-chain linkage and versioned transformations.",
   "rai:dataCollectionType": [
     "Software Collection",
@@ -31,7 +73,8 @@
     "The AI cohort conditions on actually challenged UMA proposals and cannot identify policy value for undisputed requests.",
     "Protocol adjudication is not independent factual truth.",
     "Address-level activity is not verified person- or institution-level activity.",
-    "The review draft is not the full cross-protocol ledger and requires archive infrastructure for complete recollection."
+    "The review draft is not the full cross-protocol ledger and requires archive infrastructure for complete recollection.",
+    "Observed chain records are real; model predictions and derived evaluation outputs are machine-generated. Core metadata validation does not establish independent factual truth or full-Atlas completeness."
   ],
   "rai:dataBiases": [
     "Selection favors challenged requests with exact Grade-A linkage and flow evidence.",
@@ -39,7 +82,8 @@
   ],
   "rai:personalSensitiveInformation": [
     "Public pseudonymous blockchain addresses and transaction hashes are present; no natural-person identity mapping is asserted.",
-    "No private RPC endpoint, API credential, private key or off-chain personal profile is released."
+    "No private RPC endpoint, API credential, private key or off-chain personal profile is released.",
+    "Public wallet addresses can be linked across transactions and may be re-identified using outside information; do not treat pseudonymity as anonymity."
   ],
   "rai:dataUseCases": [
     "Economic-measure auditing and reproducibility research.",
@@ -52,120 +96,120 @@
       "@type": "cr:FileObject",
       "@id": "file:abc_dictionary",
       "name": "abc_dictionary.parquet",
-      "contentUrl": "https://huggingface.co/datasets/Oracle4CEG/OracleEconLab-Oracle-Incentives-v1/resolve/main/data/abc_dictionary.parquet",
-      "encodingFormat": "application/vnd.apache.parquet",
+      "contentUrl": "https://huggingface.co/datasets/Oracle4CEG/OracleEconLab-Oracle-Incentives-v1/resolve/586e850ce504db0f4ffec9bea7b0f4db3fa45239/data/abc_dictionary.parquet",
+      "encodingFormat": "application/x-parquet",
       "sha256": "caf6c39c6331f7ea578b787279f1a89b8fbeda12bdedb68f2a50bf71259010bd"
     },
     {
       "@type": "cr:FileObject",
       "@id": "file:uma_real_episode",
       "name": "uma_real_episode.parquet",
-      "contentUrl": "https://huggingface.co/datasets/Oracle4CEG/OracleEconLab-Oracle-Incentives-v1/resolve/main/data/uma_real_episode.parquet",
-      "encodingFormat": "application/vnd.apache.parquet",
+      "contentUrl": "https://huggingface.co/datasets/Oracle4CEG/OracleEconLab-Oracle-Incentives-v1/resolve/586e850ce504db0f4ffec9bea7b0f4db3fa45239/data/uma_real_episode.parquet",
+      "encodingFormat": "application/x-parquet",
       "sha256": "3a940fb4165254d528652d9eff3d94e831aca7e00a9374c910c96436925dacd7"
     },
     {
       "@type": "cr:FileObject",
       "@id": "file:uma_real_episode_abc",
       "name": "uma_real_episode_abc.parquet",
-      "contentUrl": "https://huggingface.co/datasets/Oracle4CEG/OracleEconLab-Oracle-Incentives-v1/resolve/main/data/uma_real_episode_abc.parquet",
-      "encodingFormat": "application/vnd.apache.parquet",
+      "contentUrl": "https://huggingface.co/datasets/Oracle4CEG/OracleEconLab-Oracle-Incentives-v1/resolve/586e850ce504db0f4ffec9bea7b0f4db3fa45239/data/uma_real_episode_abc.parquet",
+      "encodingFormat": "application/x-parquet",
       "sha256": "510cfac9ffbd2e32f45d3096dedd80d1f86eddf27f54f4de980fc670b6aaf17a"
     },
     {
       "@type": "cr:FileObject",
       "@id": "file:uma_public_rpc_episode",
       "name": "uma_public_rpc_episode.parquet",
-      "contentUrl": "https://huggingface.co/datasets/Oracle4CEG/OracleEconLab-Oracle-Incentives-v1/resolve/main/data/uma_public_rpc_episode.parquet",
-      "encodingFormat": "application/vnd.apache.parquet",
+      "contentUrl": "https://huggingface.co/datasets/Oracle4CEG/OracleEconLab-Oracle-Incentives-v1/resolve/586e850ce504db0f4ffec9bea7b0f4db3fa45239/data/uma_public_rpc_episode.parquet",
+      "encodingFormat": "application/x-parquet",
       "sha256": "a25bcc1923ae2bfb6a9d99cc48aea75f6b8dd875c947db0d339058d1eddd5c8b"
     },
     {
       "@type": "cr:FileObject",
       "@id": "file:uma_public_rpc_abc",
       "name": "uma_public_rpc_abc.parquet",
-      "contentUrl": "https://huggingface.co/datasets/Oracle4CEG/OracleEconLab-Oracle-Incentives-v1/resolve/main/data/uma_public_rpc_abc.parquet",
-      "encodingFormat": "application/vnd.apache.parquet",
+      "contentUrl": "https://huggingface.co/datasets/Oracle4CEG/OracleEconLab-Oracle-Incentives-v1/resolve/586e850ce504db0f4ffec9bea7b0f4db3fa45239/data/uma_public_rpc_abc.parquet",
+      "encodingFormat": "application/x-parquet",
       "sha256": "6048d9525b67187cc5789d63b706402cebe93f37cdfee7e37d538b1a5e55de4c"
     },
     {
       "@type": "cr:FileObject",
       "@id": "file:uma_decisions",
       "name": "uma_decisions.parquet",
-      "contentUrl": "https://huggingface.co/datasets/Oracle4CEG/OracleEconLab-Oracle-Incentives-v1/resolve/main/data/uma_decisions.parquet",
-      "encodingFormat": "application/vnd.apache.parquet",
+      "contentUrl": "https://huggingface.co/datasets/Oracle4CEG/OracleEconLab-Oracle-Incentives-v1/resolve/586e850ce504db0f4ffec9bea7b0f4db3fa45239/data/uma_decisions.parquet",
+      "encodingFormat": "application/x-parquet",
       "sha256": "07d7c71c3086f5c4411e505651d89edf97881d164f479a8bccfa9401d8f3078e"
     },
     {
       "@type": "cr:FileObject",
       "@id": "file:uma_decision_splits",
       "name": "uma_decision_splits.parquet",
-      "contentUrl": "https://huggingface.co/datasets/Oracle4CEG/OracleEconLab-Oracle-Incentives-v1/resolve/main/data/uma_decision_splits.parquet",
-      "encodingFormat": "application/vnd.apache.parquet",
+      "contentUrl": "https://huggingface.co/datasets/Oracle4CEG/OracleEconLab-Oracle-Incentives-v1/resolve/586e850ce504db0f4ffec9bea7b0f4db3fa45239/data/uma_decision_splits.parquet",
+      "encodingFormat": "application/x-parquet",
       "sha256": "2ae1de1c52bf55c1d12e80288f2144dcbf6a601261f6a444219d3207f770a555"
     },
     {
       "@type": "cr:FileObject",
       "@id": "file:decision_evidence",
       "name": "decision_evidence.parquet",
-      "contentUrl": "https://huggingface.co/datasets/Oracle4CEG/OracleEconLab-Oracle-Incentives-v1/resolve/main/data/decision_evidence.parquet",
-      "encodingFormat": "application/vnd.apache.parquet",
+      "contentUrl": "https://huggingface.co/datasets/Oracle4CEG/OracleEconLab-Oracle-Incentives-v1/resolve/586e850ce504db0f4ffec9bea7b0f4db3fa45239/data/decision_evidence.parquet",
+      "encodingFormat": "application/x-parquet",
       "sha256": "031e9d4f501537e9f9c57c8d6d8588cb154c9e2006a698ab6ab25150952e2732"
     },
     {
       "@type": "cr:FileObject",
       "@id": "file:ai_feature_dictionary",
       "name": "ai_feature_dictionary.parquet",
-      "contentUrl": "https://huggingface.co/datasets/Oracle4CEG/OracleEconLab-Oracle-Incentives-v1/resolve/main/data/ai_feature_dictionary.parquet",
-      "encodingFormat": "application/vnd.apache.parquet",
+      "contentUrl": "https://huggingface.co/datasets/Oracle4CEG/OracleEconLab-Oracle-Incentives-v1/resolve/586e850ce504db0f4ffec9bea7b0f4db3fa45239/data/ai_feature_dictionary.parquet",
+      "encodingFormat": "application/x-parquet",
       "sha256": "f1ec0a4d97421392dee8d449d472fcd6bae29c3e57062e440f87d25429e380b7"
     },
     {
       "@type": "cr:FileObject",
       "@id": "file:public_ai_episodes",
       "name": "public_ai_episodes.parquet",
-      "contentUrl": "https://huggingface.co/datasets/Oracle4CEG/OracleEconLab-Oracle-Incentives-v1/resolve/main/data/public_ai_episodes.parquet",
-      "encodingFormat": "application/vnd.apache.parquet",
+      "contentUrl": "https://huggingface.co/datasets/Oracle4CEG/OracleEconLab-Oracle-Incentives-v1/resolve/586e850ce504db0f4ffec9bea7b0f4db3fa45239/data/public_ai_episodes.parquet",
+      "encodingFormat": "application/x-parquet",
       "sha256": "c88c5ca399c98d0acfece652b2699c882f1d638f2d480f9952af61bb93928017"
     },
     {
       "@type": "cr:FileObject",
       "@id": "file:public_ai_decisions",
       "name": "public_ai_decisions.parquet",
-      "contentUrl": "https://huggingface.co/datasets/Oracle4CEG/OracleEconLab-Oracle-Incentives-v1/resolve/main/data/public_ai_decisions.parquet",
-      "encodingFormat": "application/vnd.apache.parquet",
+      "contentUrl": "https://huggingface.co/datasets/Oracle4CEG/OracleEconLab-Oracle-Incentives-v1/resolve/586e850ce504db0f4ffec9bea7b0f4db3fa45239/data/public_ai_decisions.parquet",
+      "encodingFormat": "application/x-parquet",
       "sha256": "a291329f9294a3c676677b54cb944e9b4a68556140cbabee3ed23b4aff4f14a9"
     },
     {
       "@type": "cr:FileObject",
       "@id": "file:public_ai_splits",
       "name": "public_ai_splits.parquet",
-      "contentUrl": "https://huggingface.co/datasets/Oracle4CEG/OracleEconLab-Oracle-Incentives-v1/resolve/main/data/public_ai_splits.parquet",
-      "encodingFormat": "application/vnd.apache.parquet",
+      "contentUrl": "https://huggingface.co/datasets/Oracle4CEG/OracleEconLab-Oracle-Incentives-v1/resolve/586e850ce504db0f4ffec9bea7b0f4db3fa45239/data/public_ai_splits.parquet",
+      "encodingFormat": "application/x-parquet",
       "sha256": "22e41dfd4217c85f7b96a173b47fb42a2a24388b33245847f054b813852e2f2b"
     },
     {
       "@type": "cr:FileObject",
       "@id": "file:public_ai_evidence",
       "name": "public_ai_evidence.parquet",
-      "contentUrl": "https://huggingface.co/datasets/Oracle4CEG/OracleEconLab-Oracle-Incentives-v1/resolve/main/data/public_ai_evidence.parquet",
-      "encodingFormat": "application/vnd.apache.parquet",
+      "contentUrl": "https://huggingface.co/datasets/Oracle4CEG/OracleEconLab-Oracle-Incentives-v1/resolve/586e850ce504db0f4ffec9bea7b0f4db3fa45239/data/public_ai_evidence.parquet",
+      "encodingFormat": "application/x-parquet",
       "sha256": "9a4826f204a97660606a7bf7ac57d57628a14811c31640b3ae7140108f527c53"
     },
     {
       "@type": "cr:FileObject",
       "@id": "file:public_ai_predictions",
       "name": "public_ai_predictions.parquet",
-      "contentUrl": "https://huggingface.co/datasets/Oracle4CEG/OracleEconLab-Oracle-Incentives-v1/resolve/main/data/public_ai_predictions.parquet",
-      "encodingFormat": "application/vnd.apache.parquet",
+      "contentUrl": "https://huggingface.co/datasets/Oracle4CEG/OracleEconLab-Oracle-Incentives-v1/resolve/586e850ce504db0f4ffec9bea7b0f4db3fa45239/data/public_ai_predictions.parquet",
+      "encodingFormat": "application/x-parquet",
       "sha256": "430df04253cc32fe259bf1264aa4c2639ce7eff98964e90973d91286b3f48d2b"
     },
     {
       "@type": "cr:FileObject",
       "@id": "file:public_ai_metrics",
       "name": "public_ai_metrics.parquet",
-      "contentUrl": "https://huggingface.co/datasets/Oracle4CEG/OracleEconLab-Oracle-Incentives-v1/resolve/main/data/public_ai_metrics.parquet",
-      "encodingFormat": "application/vnd.apache.parquet",
+      "contentUrl": "https://huggingface.co/datasets/Oracle4CEG/OracleEconLab-Oracle-Incentives-v1/resolve/586e850ce504db0f4ffec9bea7b0f4db3fa45239/data/public_ai_metrics.parquet",
+      "encodingFormat": "application/x-parquet",
       "sha256": "59322398ab54fd7141d4b815dcba47bdd29a88fb60e3c3f841dc2e727127a5ec"
     }
   ],
@@ -469,7 +513,15 @@
             }
           }
         }
-      ]
+      ],
+      "prov:wasDerivedFrom": [
+        {
+          "@id": "https://huggingface.co/datasets/Oracle4CEG/OracleEconLab-Oracle-Incentives-v1/resolve/586e850ce504db0f4ffec9bea7b0f4db3fa45239/data/abc_dictionary.parquet"
+        }
+      ],
+      "prov:wasGeneratedBy": {
+        "@id": "urn:oracle-atlas:historical-review-build-v1.5"
+      }
     },
     {
       "@type": "cr:RecordSet",
@@ -1666,7 +1718,15 @@
             }
           }
         }
-      ]
+      ],
+      "prov:wasDerivedFrom": [
+        {
+          "@id": "https://huggingface.co/datasets/Oracle4CEG/OracleEconLab-Oracle-Incentives-v1/resolve/586e850ce504db0f4ffec9bea7b0f4db3fa45239/data/uma_real_episode.parquet"
+        }
+      ],
+      "prov:wasGeneratedBy": {
+        "@id": "urn:oracle-atlas:historical-review-build-v1.5"
+      }
     },
     {
       "@type": "cr:RecordSet",
@@ -1855,7 +1915,15 @@
             }
           }
         }
-      ]
+      ],
+      "prov:wasDerivedFrom": [
+        {
+          "@id": "https://huggingface.co/datasets/Oracle4CEG/OracleEconLab-Oracle-Incentives-v1/resolve/586e850ce504db0f4ffec9bea7b0f4db3fa45239/data/uma_real_episode_abc.parquet"
+        }
+      ],
+      "prov:wasGeneratedBy": {
+        "@id": "urn:oracle-atlas:historical-review-build-v1.5"
+      }
     },
     {
       "@type": "cr:RecordSet",
@@ -3052,7 +3120,15 @@
             }
           }
         }
-      ]
+      ],
+      "prov:wasDerivedFrom": [
+        {
+          "@id": "https://huggingface.co/datasets/Oracle4CEG/OracleEconLab-Oracle-Incentives-v1/resolve/586e850ce504db0f4ffec9bea7b0f4db3fa45239/data/uma_public_rpc_episode.parquet"
+        }
+      ],
+      "prov:wasGeneratedBy": {
+        "@id": "urn:oracle-atlas:historical-review-build-v1.5"
+      }
     },
     {
       "@type": "cr:RecordSet",
@@ -3185,7 +3261,15 @@
             }
           }
         }
-      ]
+      ],
+      "prov:wasDerivedFrom": [
+        {
+          "@id": "https://huggingface.co/datasets/Oracle4CEG/OracleEconLab-Oracle-Incentives-v1/resolve/586e850ce504db0f4ffec9bea7b0f4db3fa45239/data/uma_public_rpc_abc.parquet"
+        }
+      ],
+      "prov:wasGeneratedBy": {
+        "@id": "urn:oracle-atlas:historical-review-build-v1.5"
+      }
     },
     {
       "@type": "cr:RecordSet",
@@ -3682,7 +3766,15 @@
             }
           }
         }
-      ]
+      ],
+      "prov:wasDerivedFrom": [
+        {
+          "@id": "https://huggingface.co/datasets/Oracle4CEG/OracleEconLab-Oracle-Incentives-v1/resolve/586e850ce504db0f4ffec9bea7b0f4db3fa45239/data/uma_decisions.parquet"
+        }
+      ],
+      "prov:wasGeneratedBy": {
+        "@id": "urn:oracle-atlas:historical-review-build-v1.5"
+      }
     },
     {
       "@type": "cr:RecordSet",
@@ -3731,7 +3823,15 @@
             }
           }
         }
-      ]
+      ],
+      "prov:wasDerivedFrom": [
+        {
+          "@id": "https://huggingface.co/datasets/Oracle4CEG/OracleEconLab-Oracle-Incentives-v1/resolve/586e850ce504db0f4ffec9bea7b0f4db3fa45239/data/uma_decision_splits.parquet"
+        }
+      ],
+      "prov:wasGeneratedBy": {
+        "@id": "urn:oracle-atlas:historical-review-build-v1.5"
+      }
     },
     {
       "@type": "cr:RecordSet",
@@ -3850,7 +3950,15 @@
             }
           }
         }
-      ]
+      ],
+      "prov:wasDerivedFrom": [
+        {
+          "@id": "https://huggingface.co/datasets/Oracle4CEG/OracleEconLab-Oracle-Incentives-v1/resolve/586e850ce504db0f4ffec9bea7b0f4db3fa45239/data/decision_evidence.parquet"
+        }
+      ],
+      "prov:wasGeneratedBy": {
+        "@id": "urn:oracle-atlas:historical-review-build-v1.5"
+      }
     },
     {
       "@type": "cr:RecordSet",
@@ -3941,7 +4049,15 @@
             }
           }
         }
-      ]
+      ],
+      "prov:wasDerivedFrom": [
+        {
+          "@id": "https://huggingface.co/datasets/Oracle4CEG/OracleEconLab-Oracle-Incentives-v1/resolve/586e850ce504db0f4ffec9bea7b0f4db3fa45239/data/ai_feature_dictionary.parquet"
+        }
+      ],
+      "prov:wasGeneratedBy": {
+        "@id": "urn:oracle-atlas:historical-review-build-v1.5"
+      }
     },
     {
       "@type": "cr:RecordSet",
@@ -4424,7 +4540,15 @@
             }
           }
         }
-      ]
+      ],
+      "prov:wasDerivedFrom": [
+        {
+          "@id": "https://huggingface.co/datasets/Oracle4CEG/OracleEconLab-Oracle-Incentives-v1/resolve/586e850ce504db0f4ffec9bea7b0f4db3fa45239/data/public_ai_episodes.parquet"
+        }
+      ],
+      "prov:wasGeneratedBy": {
+        "@id": "urn:oracle-atlas:historical-review-build-v1.5"
+      }
     },
     {
       "@type": "cr:RecordSet",
@@ -4935,7 +5059,15 @@
             }
           }
         }
-      ]
+      ],
+      "prov:wasDerivedFrom": [
+        {
+          "@id": "https://huggingface.co/datasets/Oracle4CEG/OracleEconLab-Oracle-Incentives-v1/resolve/586e850ce504db0f4ffec9bea7b0f4db3fa45239/data/public_ai_decisions.parquet"
+        }
+      ],
+      "prov:wasGeneratedBy": {
+        "@id": "urn:oracle-atlas:historical-review-build-v1.5"
+      }
     },
     {
       "@type": "cr:RecordSet",
@@ -4984,7 +5116,15 @@
             }
           }
         }
-      ]
+      ],
+      "prov:wasDerivedFrom": [
+        {
+          "@id": "https://huggingface.co/datasets/Oracle4CEG/OracleEconLab-Oracle-Incentives-v1/resolve/586e850ce504db0f4ffec9bea7b0f4db3fa45239/data/public_ai_splits.parquet"
+        }
+      ],
+      "prov:wasGeneratedBy": {
+        "@id": "urn:oracle-atlas:historical-review-build-v1.5"
+      }
     },
     {
       "@type": "cr:RecordSet",
@@ -5103,7 +5243,15 @@
             }
           }
         }
-      ]
+      ],
+      "prov:wasDerivedFrom": [
+        {
+          "@id": "https://huggingface.co/datasets/Oracle4CEG/OracleEconLab-Oracle-Incentives-v1/resolve/586e850ce504db0f4ffec9bea7b0f4db3fa45239/data/public_ai_evidence.parquet"
+        }
+      ],
+      "prov:wasGeneratedBy": {
+        "@id": "urn:oracle-atlas:historical-review-build-v1.5"
+      }
     },
     {
       "@type": "cr:RecordSet",
@@ -5226,7 +5374,7 @@
           "@type": "cr:Field",
           "@id": "record:public_ai_predictions/correct_if_automated",
           "name": "correct_if_automated",
-          "dataType": "sc:Text",
+          "dataType": "sc:Boolean",
           "source": {
             "fileObject": {
               "@id": "file:public_ai_predictions"
@@ -5292,7 +5440,15 @@
             }
           }
         }
-      ]
+      ],
+      "prov:wasDerivedFrom": [
+        {
+          "@id": "https://huggingface.co/datasets/Oracle4CEG/OracleEconLab-Oracle-Incentives-v1/resolve/586e850ce504db0f4ffec9bea7b0f4db3fa45239/data/public_ai_predictions.parquet"
+        }
+      ],
+      "prov:wasGeneratedBy": {
+        "@id": "urn:oracle-atlas:historical-review-build-v1.5"
+      }
     },
     {
       "@type": "cr:RecordSet",
@@ -5453,7 +5609,25 @@
             }
           }
         }
-      ]
+      ],
+      "prov:wasDerivedFrom": [
+        {
+          "@id": "https://huggingface.co/datasets/Oracle4CEG/OracleEconLab-Oracle-Incentives-v1/resolve/586e850ce504db0f4ffec9bea7b0f4db3fa45239/data/public_ai_metrics.parquet"
+        }
+      ],
+      "prov:wasGeneratedBy": {
+        "@id": "urn:oracle-atlas:historical-review-build-v1.5"
+      }
     }
-  ]
+  ],
+  "dateModified": "2026-10-12",
+  "prov:wasDerivedFrom": {
+    "@id": "https://huggingface.co/datasets/Oracle4CEG/OracleEconLab-Oracle-Incentives-v1/tree/586e850ce504db0f4ffec9bea7b0f4db3fa45239"
+  },
+  "prov:wasGeneratedBy": {
+    "@id": "urn:oracle-atlas:historical-review-build-v1.5",
+    "@type": "prov:Activity",
+    "sc:description": "Historical generation of the archived review tables; exact original execution commit is not established for every table. Byte identity is pinned; retrospective source mappings must not be mistaken for a fresh scientific rerun."
+  },
+  "rai:dataReleaseMaintenancePlan": "Keep immutable historical revisions; publish corrected outputs with new manifests, code identities and before/after validation. Contact the repository issue tracker for reproducible data issues."
 }

review_metadata_validation.json

@@ -0,0 +1,205 @@
+{
+  "data_revision": "586e850ce504db0f4ffec9bea7b0f4db3fa45239",
+  "mlcroissant_version": "1.1.0",
+  "files": [
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+      "sha256": "caf6c39c6331f7ea578b787279f1a89b8fbeda12bdedb68f2a50bf71259010bd",
+      "rows": 28,
+      "passed": true
+    },
+    {
+      "check": "immutable_file_identity",
+      "path": "data/uma_real_episode.parquet",
+      "sha256": "3a940fb4165254d528652d9eff3d94e831aca7e00a9374c910c96436925dacd7",
+      "rows": 1,
+      "passed": true
+    },
+    {
+      "check": "immutable_file_identity",
+      "path": "data/uma_real_episode_abc.parquet",
+      "sha256": "510cfac9ffbd2e32f45d3096dedd80d1f86eddf27f54f4de980fc670b6aaf17a",
+      "rows": 28,
+      "passed": true
+    },
+    {
+      "check": "immutable_file_identity",
+      "path": "data/uma_public_rpc_episode.parquet",
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+      "rows": 1,
+      "passed": true
+    },
+    {
+      "check": "immutable_file_identity",
+      "path": "data/uma_public_rpc_abc.parquet",
+      "sha256": "6048d9525b67187cc5789d63b706402cebe93f37cdfee7e37d538b1a5e55de4c",
+      "rows": 28,
+      "passed": true
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+    {
+      "check": "immutable_file_identity",
+      "path": "data/uma_decisions.parquet",
+      "sha256": "07d7c71c3086f5c4411e505651d89edf97881d164f479a8bccfa9401d8f3078e",
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+      "passed": true
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+    {
+      "check": "immutable_file_identity",
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+      "passed": true
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+    {
+      "check": "immutable_file_identity",
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+      "passed": true
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+    {
+      "check": "immutable_file_identity",
+      "path": "data/public_ai_evidence.parquet",
+      "sha256": "9a4826f204a97660606a7bf7ac57d57628a14811c31640b3ae7140108f527c53",
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+      "passed": true
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+      "check": "immutable_file_identity",
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+    {
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+      "sha256": "59322398ab54fd7141d4b815dcba47bdd29a88fb60e3c3f841dc2e727127a5ec",
+      "rows": 7,
+      "passed": true
+    }
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+  "recordsets": [
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+      "expected_rows": 28,
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+    {
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+      "expected_rows": 1,
+      "passed": true
+    },
+    {
+      "recordset": "record:uma_real_episode_abc",
+      "loaded_rows": 28,
+      "expected_rows": 28,
+      "passed": true
+    },
+    {
+      "recordset": "record:uma_public_rpc_episode",
+      "loaded_rows": 1,
+      "expected_rows": 1,
+      "passed": true
+    },
+    {
+      "recordset": "record:uma_public_rpc_abc",
+      "loaded_rows": 28,
+      "expected_rows": 28,
+      "passed": true
+    },
+    {
+      "recordset": "record:uma_decisions",
+      "loaded_rows": 810,
+      "expected_rows": 810,
+      "passed": true
+    },
+    {
+      "recordset": "record:uma_decision_splits",
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+      "expected_rows": 810,
+      "passed": true
+    },
+    {
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+      "expected_rows": 2430,
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+    {
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+      "expected_rows": 16,
+      "passed": true
+    },
+    {
+      "recordset": "record:public_ai_episodes",
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+      "expected_rows": 64,
+      "passed": true
+    },
+    {
+      "recordset": "record:public_ai_decisions",
+      "loaded_rows": 64,
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+      "passed": true
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+    {
+      "recordset": "record:public_ai_splits",
+      "loaded_rows": 64,
+      "expected_rows": 64,
+      "passed": true
+    },
+    {
+      "recordset": "record:public_ai_evidence",
+      "loaded_rows": 192,
+      "expected_rows": 192,
+      "passed": true
+    },
+    {
+      "recordset": "record:public_ai_predictions",
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+      "expected_rows": 70,
+      "passed": true
+    },
+    {
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+      "loaded_rows": 7,
+      "expected_rows": 7,
+      "passed": true
+    }
+  ],
+  "passed": true,
+  "scope": "Format, pinned file identity, schema and record loading; not complete historical scientific provenance"
+}

review_provenance.json

@@ -0,0 +1,152 @@
+[
+  {
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+    "dataset_revision": "586e850ce504db0f4ffec9bea7b0f4db3fa45239",
+    "source_files": [
+      "data/abc_dictionary.parquet"
+    ],
+    "observation_cutoff": "2026-06-30T23:59:59Z",
+    "original_execution_identity": "not established for all historical contributions",
+    "quality_control": "Current full-file hashes, Parquet schema and row counts; scientific generation history remains separately documented."
+  },
+  {
+    "recordset": "record:uma_real_episode",
+    "dataset_revision": "586e850ce504db0f4ffec9bea7b0f4db3fa45239",
+    "source_files": [
+      "data/uma_real_episode.parquet"
+    ],
+    "observation_cutoff": "2026-06-30T23:59:59Z",
+    "original_execution_identity": "not established for all historical contributions",
+    "quality_control": "Current full-file hashes, Parquet schema and row counts; scientific generation history remains separately documented."
+  },
+  {
+    "recordset": "record:uma_real_episode_abc",
+    "dataset_revision": "586e850ce504db0f4ffec9bea7b0f4db3fa45239",
+    "source_files": [
+      "data/uma_real_episode_abc.parquet"
+    ],
+    "observation_cutoff": "2026-06-30T23:59:59Z",
+    "original_execution_identity": "not established for all historical contributions",
+    "quality_control": "Current full-file hashes, Parquet schema and row counts; scientific generation history remains separately documented."
+  },
+  {
+    "recordset": "record:uma_public_rpc_episode",
+    "dataset_revision": "586e850ce504db0f4ffec9bea7b0f4db3fa45239",
+    "source_files": [
+      "data/uma_public_rpc_episode.parquet"
+    ],
+    "observation_cutoff": "2026-06-30T23:59:59Z",
+    "original_execution_identity": "not established for all historical contributions",
+    "quality_control": "Current full-file hashes, Parquet schema and row counts; scientific generation history remains separately documented."
+  },
+  {
+    "recordset": "record:uma_public_rpc_abc",
+    "dataset_revision": "586e850ce504db0f4ffec9bea7b0f4db3fa45239",
+    "source_files": [
+      "data/uma_public_rpc_abc.parquet"
+    ],
+    "observation_cutoff": "2026-06-30T23:59:59Z",
+    "original_execution_identity": "not established for all historical contributions",
+    "quality_control": "Current full-file hashes, Parquet schema and row counts; scientific generation history remains separately documented."
+  },
+  {
+    "recordset": "record:uma_decisions",
+    "dataset_revision": "586e850ce504db0f4ffec9bea7b0f4db3fa45239",
+    "source_files": [
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+    ],
+    "observation_cutoff": "2026-06-30T23:59:59Z",
+    "original_execution_identity": "not established for all historical contributions",
+    "quality_control": "Current full-file hashes, Parquet schema and row counts; scientific generation history remains separately documented."
+  },
+  {
+    "recordset": "record:uma_decision_splits",
+    "dataset_revision": "586e850ce504db0f4ffec9bea7b0f4db3fa45239",
+    "source_files": [
+      "data/uma_decision_splits.parquet"
+    ],
+    "observation_cutoff": "2026-06-30T23:59:59Z",
+    "original_execution_identity": "not established for all historical contributions",
+    "quality_control": "Current full-file hashes, Parquet schema and row counts; scientific generation history remains separately documented."
+  },
+  {
+    "recordset": "record:decision_evidence",
+    "dataset_revision": "586e850ce504db0f4ffec9bea7b0f4db3fa45239",
+    "source_files": [
+      "data/decision_evidence.parquet"
+    ],
+    "observation_cutoff": "2026-06-30T23:59:59Z",
+    "original_execution_identity": "not established for all historical contributions",
+    "quality_control": "Current full-file hashes, Parquet schema and row counts; scientific generation history remains separately documented."
+  },
+  {
+    "recordset": "record:ai_feature_dictionary",
+    "dataset_revision": "586e850ce504db0f4ffec9bea7b0f4db3fa45239",
+    "source_files": [
+      "data/ai_feature_dictionary.parquet"
+    ],
+    "observation_cutoff": "2026-06-30T23:59:59Z",
+    "original_execution_identity": "not established for all historical contributions",
+    "quality_control": "Current full-file hashes, Parquet schema and row counts; scientific generation history remains separately documented."
+  },
+  {
+    "recordset": "record:public_ai_episodes",
+    "dataset_revision": "586e850ce504db0f4ffec9bea7b0f4db3fa45239",
+    "source_files": [
+      "data/public_ai_episodes.parquet"
+    ],
+    "observation_cutoff": "2026-06-30T23:59:59Z",
+    "original_execution_identity": "not established for all historical contributions",
+    "quality_control": "Current full-file hashes, Parquet schema and row counts; scientific generation history remains separately documented."
+  },
+  {
+    "recordset": "record:public_ai_decisions",
+    "dataset_revision": "586e850ce504db0f4ffec9bea7b0f4db3fa45239",
+    "source_files": [
+      "data/public_ai_decisions.parquet"
+    ],
+    "observation_cutoff": "2026-06-30T23:59:59Z",
+    "original_execution_identity": "not established for all historical contributions",
+    "quality_control": "Current full-file hashes, Parquet schema and row counts; scientific generation history remains separately documented."
+  },
+  {
+    "recordset": "record:public_ai_splits",
+    "dataset_revision": "586e850ce504db0f4ffec9bea7b0f4db3fa45239",
+    "source_files": [
+      "data/public_ai_splits.parquet"
+    ],
+    "observation_cutoff": "2026-06-30T23:59:59Z",
+    "original_execution_identity": "not established for all historical contributions",
+    "quality_control": "Current full-file hashes, Parquet schema and row counts; scientific generation history remains separately documented."
+  },
+  {
+    "recordset": "record:public_ai_evidence",
+    "dataset_revision": "586e850ce504db0f4ffec9bea7b0f4db3fa45239",
+    "source_files": [
+      "data/public_ai_evidence.parquet"
+    ],
+    "observation_cutoff": "2026-06-30T23:59:59Z",
+    "original_execution_identity": "not established for all historical contributions",
+    "quality_control": "Current full-file hashes, Parquet schema and row counts; scientific generation history remains separately documented."
+  },
+  {
+    "recordset": "record:public_ai_predictions",
+    "dataset_revision": "586e850ce504db0f4ffec9bea7b0f4db3fa45239",
+    "source_files": [
+      "data/public_ai_predictions.parquet"
+    ],
+    "observation_cutoff": "2026-06-30T23:59:59Z",
+    "original_execution_identity": "not established for all historical contributions",
+    "quality_control": "Current full-file hashes, Parquet schema and row counts; scientific generation history remains separately documented."
+  },
+  {
+    "recordset": "record:public_ai_metrics",
+    "dataset_revision": "586e850ce504db0f4ffec9bea7b0f4db3fa45239",
+    "source_files": [
+      "data/public_ai_metrics.parquet"
+    ],
+    "observation_cutoff": "2026-06-30T23:59:59Z",
+    "original_execution_identity": "not established for all historical contributions",
+    "quality_control": "Current full-file hashes, Parquet schema and row counts; scientific generation history remains separately documented."
+  }
+]