Pith Number

pith:ZRUSOXO6

pith:2026:ZRUSOXO6AWNMABMEFEILCZIRST

not attested not anchored not stored refs pending

TMRugPull: A Temporally Sound Multimodal Dataset for Early RugPull Detection

Bert Lagaisse, Fatemeh Shoaei, Mohammad Pishdar, Mojtaba Karami, Mozafar Bag-Mohammadi

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.

arxiv:2602.21529 v3 · 2026-02-25 · cs.CR

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\usepackage{pith}
\pithnumber{ZRUSOXO6AWNMABMEFEILCZIRST}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Claims

C1strongest 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.

C2weakest 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.

C3one 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.

Formal links

2 machine-checked theorem links

Receipt and verification

First computed	2026-05-20T00:04:26.623300Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cc69275dde059ac005842910b1651194cfeb0af1761927d87b05d9eafec8d437

Aliases

arxiv: 2602.21529 · arxiv_version: 2602.21529v3 · doi: 10.48550/arxiv.2602.21529 · pith_short_12: ZRUSOXO6AWNM · pith_short_16: ZRUSOXO6AWNMABME · pith_short_8: ZRUSOXO6

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/ZRUSOXO6AWNMABMEFEILCZIRST \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: cc69275dde059ac005842910b1651194cfeb0af1761927d87b05d9eafec8d437

Canonical record JSON

{
  "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
  }
}