Pith Number

pith:GNH4UIDO

pith:2024:GNH4UIDOYRFXVWJRXYDKSESOJ2

not attested not anchored not stored refs pending

Towards Trustworthy LLMs for Code: A Data-Centric Synergistic Auditing Framework

Chong Wang, Tianlin Li, Yang Liu, Yilun Zhao, Zhenpeng Chen

arxiv:2410.09048 v2 · 2024-10-11 · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GNH4UIDOYRFXVWJRXYDKSESOJ2}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

Investigating Training Data Detection in AI Coders

Receipt and verification

First computed	2026-07-05T09:49:11.397250Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

334fca206ec44b7ad931be06a9124e4e9f084678e1b4b47f99c4d6ebd76734ca

Aliases

arxiv: 2410.09048 · arxiv_version: 2410.09048v2 · doi: 10.48550/arxiv.2410.09048 · pith_short_12: GNH4UIDOYRFX · pith_short_16: GNH4UIDOYRFXVWJR · pith_short_8: GNH4UIDO

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/GNH4UIDOYRFXVWJRXYDKSESOJ2 \
  | 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: 334fca206ec44b7ad931be06a9124e4e9f084678e1b4b47f99c4d6ebd76734ca

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bef6a4c36354c064d208bb4f23cd4aaa823df383e08b9058f42bc7b06bb51fba",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-10-11T17:59:58Z",
    "title_canon_sha256": "7a9722033ec243c9244cf5c0b9865269d4fe9274f8b1fda88984c9bde631f1ae"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.09048",
    "kind": "arxiv",
    "version": 2
  }
}