Pith Number

pith:JARNYJMV

pith:2024:JARNYJMVZ23O23NMYHYS2MSRCH

not attested not anchored not stored refs pending

Beyond Binary: Towards Fine-Grained LLM-Generated Text Detection via Role Recognition and Involvement Measurement

Benyou Wang, Feng Jiang, Haizhou Li, Li Zhou, Zihao Cheng

arxiv:2410.14259 v2 · 2024-10-18 · cs.CL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JARNYJMVZ23O23NMYHYS2MSRCH}

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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

1 paper in Pith

Do We Really Need GNNs with Explicit Structural Modeling? MLPs Suffice for Language Model Representations

Receipt and verification

First computed	2026-07-05T10:10:09.482222Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4822dc2595ceb6ed6dacc1f12d325111e1f52fb2bd1e2574033f677480ba7fbc

Aliases

arxiv: 2410.14259 · arxiv_version: 2410.14259v2 · doi: 10.48550/arxiv.2410.14259 · pith_short_12: JARNYJMVZ23O · pith_short_16: JARNYJMVZ23O23NM · pith_short_8: JARNYJMV

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/JARNYJMVZ23O23NMYHYS2MSRCH \
  | 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: 4822dc2595ceb6ed6dacc1f12d325111e1f52fb2bd1e2574033f677480ba7fbc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "92da344aae46617b72aace111336d5025257a8598b27de44f91864e13f053a4a",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-18T08:14:10Z",
    "title_canon_sha256": "4ad983992929278807f4353a98debc2d093767c5436dabfb0766f45c05d3a751"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.14259",
    "kind": "arxiv",
    "version": 2
  }
}