Pith Number

pith:SD3S2CRK

pith:2023:SD3S2CRKHOWGAU5RQ5H4UQDZ5X

not attested not anchored not stored refs pending

The Program Testing Ability of Large Language Models for Code

Hao Chen, Weimin Xiong, Yiwen Guo

arxiv:2310.05727 v1 · 2023-10-09 · cs.CL · cs.AI · cs.LG · 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{SD3S2CRKHOWGAU5RQ5H4UQDZ5X}

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

DeCon: Detecting Incorrect Assertions via Postconditions Generated by a Large Language Model

Receipt and verification

First computed	2026-07-05T06:58:48.867374Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

90f72d0a2a3bac6053b1874fca4079edf6ddb99d9af2197b9f0ff7b7ec8b08f5

Aliases

arxiv: 2310.05727 · arxiv_version: 2310.05727v1 · doi: 10.48550/arxiv.2310.05727 · pith_short_12: SD3S2CRKHOWG · pith_short_16: SD3S2CRKHOWGAU5R · pith_short_8: SD3S2CRK

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/SD3S2CRKHOWGAU5RQ5H4UQDZ5X \
  | 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: 90f72d0a2a3bac6053b1874fca4079edf6ddb99d9af2197b9f0ff7b7ec8b08f5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5a641f4767405931f65a0b1127fdc70bc5aa1e6c1fac62d03ec01f156b43b3e7",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.SE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-09T13:55:45Z",
    "title_canon_sha256": "bb616aed747aed112c5772d63267bf1b1a1cf48db208d5061fdb2b705f50cef4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.05727",
    "kind": "arxiv",
    "version": 1
  }
}