Pith Number

pith:U4EA5UMZ

pith:2025:U4EA5UMZLVRAPRC2CGQR2QP5G2

not attested not anchored not stored refs pending

Sarang at DEFACTIFY 4.0: Detecting AI-Generated Text Using Noised Data and an Ensemble of DeBERTa Models

Avinash Trivedi, Sangeetha Sivanesan

arxiv:2502.16857 v1 · 2025-02-24 · cs.CL · cs.AI

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{U4EA5UMZLVRAPRC2CGQR2QP5G2}

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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.

Cited by

2 papers in Pith

Findings of the Counter Turing Test: AI-Generated Text Detection

Receipt and verification

First computed	2026-07-05T10:19:00.963177Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a7080ed1995d6207c45a11a11d41fd36871999f938b25acb79fde01d20c4d385

Aliases

arxiv: 2502.16857 · arxiv_version: 2502.16857v1 · doi: 10.48550/arxiv.2502.16857 · pith_short_12: U4EA5UMZLVRA · pith_short_16: U4EA5UMZLVRAPRC2 · pith_short_8: U4EA5UMZ

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/U4EA5UMZLVRAPRC2CGQR2QP5G2 \
  | 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: a7080ed1995d6207c45a11a11d41fd36871999f938b25acb79fde01d20c4d385

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f99bd10d9e26163d9c3ae97f84b7201e4c3db2dcb19304bf8561b948d7bac35c",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-24T05:32:00Z",
    "title_canon_sha256": "16bde31eb39778dad08cfdf3aecf0227d2eed66ce1e49427ad26056d60ee955d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.16857",
    "kind": "arxiv",
    "version": 1
  }
}