{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:ZRUSOXO6AWNMABMEFEILCZIRST","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"2471aeea1a8c0889cf76f69b800cc31e06ce713ee3faca56493f845b94144e8a","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CR","submitted_at":"2026-02-25T03:32:28Z","title_canon_sha256":"6b4eb21d118bb2fa441d22e5b4a4377a6f99a964f5dcb1c26d8479294c0a5aa2"},"schema_version":"1.0","source":{"id":"2602.21529","kind":"arxiv","version":3}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2602.21529","created_at":"2026-05-20T00:04:26Z"},{"alias_kind":"arxiv_version","alias_value":"2602.21529v3","created_at":"2026-05-20T00:04:26Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2602.21529","created_at":"2026-05-20T00:04:26Z"},{"alias_kind":"pith_short_12","alias_value":"ZRUSOXO6AWNM","created_at":"2026-05-20T00:04:26Z"},{"alias_kind":"pith_short_16","alias_value":"ZRUSOXO6AWNMABME","created_at":"2026-05-20T00:04:26Z"},{"alias_kind":"pith_short_8","alias_value":"ZRUSOXO6","created_at":"2026-05-20T00:04:26Z"}],"graph_snapshots":[{"event_id":"sha256:5f7ac00978b5ec3d097a180be9952428d24d0249609f9dbdbec79e08547955e8","target":"graph","created_at":"2026-05-20T00:04:26Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":4,"items":[{"attestation":"unclaimed","claim_id":"C1","kind":"strongest_claim","source":"verdict.strongest_claim","status":"machine_extracted","text":"we present TM-RugPull, a rigorously curated, leakage-resistant dataset of 1,028 token projects spanning DeFi, meme coins, NFTs, and celebrity-themed tokens. RugPull enforces strict temporal hygiene by extracting all features on chain behavior, smart contract metadata, and OSINT signals strictly from the first half of each project's lifespan."},{"attestation":"unclaimed","claim_id":"C2","kind":"weakest_assumption","source":"verdict.weakest_assumption","status":"machine_extracted","text":"Labels are grounded in forensic reports and longevity criteria, verified through multi-expert consensus. This assumes forensic reports are complete, unbiased, and available for all projects, and that longevity rules correctly separate rug pulls from other failures without introducing selection bias."},{"attestation":"unclaimed","claim_id":"C3","kind":"one_line_summary","source":"verdict.one_line_summary","status":"machine_extracted","text":"TM-RugPull is a temporally hygienic multimodal dataset of 1,028 token projects across DeFi, meme coins, NFTs and celebrity tokens with labels from forensic reports for early rug-pull detection."},{"attestation":"unclaimed","claim_id":"C4","kind":"headline","source":"verdict.pith_extraction.headline","status":"machine_extracted","text":"A new dataset of 1,028 token projects extracts all features from the first half of each project's life to enable leakage-free early detection of rug pulls."}],"snapshot_sha256":"55308b6869cf59a3e944ce8ba6fb6a991636867e92c0bd5be3f17c16da07699b"},"formal_canon":{"evidence_count":2,"snapshot_sha256":"72f54c40b66ebc333906078ba568b5c63199ef411269c99a5ac0aa44e9d31c08"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2602.21529/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Rug pull is a critical attack in the world of blockchain technology. Despite this, the absence of sufficient time-bound and well-structured datasets is considered one of the significant issues faced while identifying early detection. Existing datasets do not provide the solution to this challenge because of temporal leakage or use of post-collapse indicators, insufficient modality coverage, and confusing or partial labels, especially with regards to DeFi tokens. To solve these problems, we present a highly curated and strictly time-bound dataset called TM-RugPull containing 1,000 projects, whi","authors_text":"Bert Lagaisse, Fatemeh Shoaei, Mohammad Pishdar, Mojtaba Karami, Mozafar Bag-Mohammadi","cross_cats":[],"headline":"A new dataset of 1,028 token projects extracts all features from the first half of each project's life to enable leakage-free early detection of rug pulls.","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CR","submitted_at":"2026-02-25T03:32:28Z","title":"TMRugPull: A Temporally Sound Multimodal Dataset for Early RugPull Detection"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2602.21529","kind":"arxiv","version":3},"verdict":{"created_at":"2026-05-15T20:01:35.888830Z","id":"29cd8451-dd3e-4465-a340-08d34f9e364d","model_set":{"reader":"grok-4.3"},"one_line_summary":"TM-RugPull is a temporally hygienic multimodal dataset of 1,028 token projects across DeFi, meme coins, NFTs and celebrity tokens with labels from forensic reports for early rug-pull detection.","pipeline_version":"pith-pipeline@v0.9.0","pith_extraction_headline":"A new dataset of 1,028 token projects extracts all features from the first half of each project's life to enable leakage-free early detection of rug pulls.","strongest_claim":"we present TM-RugPull, a rigorously curated, leakage-resistant dataset of 1,028 token projects spanning DeFi, meme coins, NFTs, and celebrity-themed tokens. RugPull enforces strict temporal hygiene by extracting all features on chain behavior, smart contract metadata, and OSINT signals strictly from the first half of each project's lifespan.","weakest_assumption":"Labels are grounded in forensic reports and longevity criteria, verified through multi-expert consensus. This assumes forensic reports are complete, unbiased, and available for all projects, and that longevity rules correctly separate rug pulls from other failures without introducing selection bias."}},"verdict_id":"29cd8451-dd3e-4465-a340-08d34f9e364d"}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:ab4604f7bc9ae81a601a2a010455a7bc91b4da1e6c2b84660e625485fc9a15ba","target":"record","created_at":"2026-05-20T00:04:26Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"2471aeea1a8c0889cf76f69b800cc31e06ce713ee3faca56493f845b94144e8a","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CR","submitted_at":"2026-02-25T03:32:28Z","title_canon_sha256":"6b4eb21d118bb2fa441d22e5b4a4377a6f99a964f5dcb1c26d8479294c0a5aa2"},"schema_version":"1.0","source":{"id":"2602.21529","kind":"arxiv","version":3}},"canonical_sha256":"cc69275dde059ac005842910b1651194cfeb0af1761927d87b05d9eafec8d437","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"cc69275dde059ac005842910b1651194cfeb0af1761927d87b05d9eafec8d437","first_computed_at":"2026-05-20T00:04:26.623300Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-20T00:04:26.623300Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"+b5Gw1y5AHQTkR6tOnX7sBm2XJUZieT3bFbvDqdPoRcl9xtYKgFJ0XWgBhIvHoXWTdatYHWXPjCBrC+j6OSZCQ==","signature_status":"signed_v1","signed_at":"2026-05-20T00:04:26.624179Z","signed_message":"canonical_sha256_bytes"},"source_id":"2602.21529","source_kind":"arxiv","source_version":3}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:ab4604f7bc9ae81a601a2a010455a7bc91b4da1e6c2b84660e625485fc9a15ba","sha256:5f7ac00978b5ec3d097a180be9952428d24d0249609f9dbdbec79e08547955e8"],"state_sha256":"55189a3d53eb4825f20272afddb963c5e104453eef7e1c1dd8bec24c1c2fadad"}