Pith Number

pith:NJFD2PUC

pith:2025:NJFD2PUCQG7M72T2EQVIRNB4KH

not attested not anchored not stored refs pending

Reliably Bounding False Positives: A Zero-Shot Machine-Generated Text Detection Framework via Multiscaled Conformal Prediction

Fang Fang, Xiaowei Zhu, Xixun Lin, Yanan Cao, Yangxi Li, Yubing Ren

arxiv:2505.05084 v2 · 2025-05-08 · 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{NJFD2PUCQG7M72T2EQVIRNB4KH}

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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

Alignment Imprint: Zero-Shot AI-Generated Text Detection via Provable Preference Discrepancy

Receipt and verification

First computed	2026-07-05T11:02:43.627362Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6a4a3d3e8281becfea7a242a88b43c51ee96d00dd4a6f7166bf3f025cf88b33c

Aliases

arxiv: 2505.05084 · arxiv_version: 2505.05084v2 · doi: 10.48550/arxiv.2505.05084 · pith_short_12: NJFD2PUCQG7M · pith_short_16: NJFD2PUCQG7M72T2 · pith_short_8: NJFD2PUC

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/NJFD2PUCQG7M72T2EQVIRNB4KH \
  | 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: 6a4a3d3e8281becfea7a242a88b43c51ee96d00dd4a6f7166bf3f025cf88b33c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2c9b192f913c3465f64ac2eb29c7198640c0a5abe223691be4492d63ec9fd4b5",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-08T09:32:38Z",
    "title_canon_sha256": "b8a4b246d827337625eef4df9072ddd04094117ef4535b94369ddf1988f83651"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.05084",
    "kind": "arxiv",
    "version": 2
  }
}