Pith Number

pith:VB25AQFT

pith:2023:VB25AQFTEXZVAY7UYAN43RRLW2

not attested not anchored not stored refs pending

DetectGPT: Zero-Shot Machine-Generated Text Detection using Probability Curvature

Alexander Khazatsky, Chelsea Finn, Christopher D. Manning, Eric Mitchell, Yoonho Lee

arxiv:2301.11305 v2 · 2023-01-26 · cs.CL · cs.AI

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\usepackage{pith}
\pithnumber{VB25AQFTEXZVAY7UYAN43RRLW2}

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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

12 papers in Pith

A Practice Auditing Framework for Large Language Model Use: Collective Empiricism, Pseudo-Rational Cognition, and Governance of AI-Generated Content

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

The Assistant as a Privileged Persona: A canonical reference in cross-persona self-recognition

SV-Detect: AI-generated Text Detection with Steering Vectors

ExaGPT: Example-Based Machine-Generated Text Detection for Human Interpretability

Receipt and verification

First computed	2026-07-05T06:33:43.006534Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a875d040b325f35063f4c01bcdc62bb6ab93ce4f6a13ae73a3c0bb8b0447c5f6

Aliases

arxiv: 2301.11305 · arxiv_version: 2301.11305v2 · doi: 10.48550/arxiv.2301.11305 · pith_short_12: VB25AQFTEXZV · pith_short_16: VB25AQFTEXZVAY7U · pith_short_8: VB25AQFT

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/VB25AQFTEXZVAY7UYAN43RRLW2 \
  | 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: a875d040b325f35063f4c01bcdc62bb6ab93ce4f6a13ae73a3c0bb8b0447c5f6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9a4e2bcf9a348e834c5fb84a521b0ce14e3c3afdceb0887b28b9ba06661ad360",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-01-26T18:44:06Z",
    "title_canon_sha256": "b784907ef25739684e4e848e653cfc5dc6f913aecc87ba1712279dd87f5e6efb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2301.11305",
    "kind": "arxiv",
    "version": 2
  }
}