Pith Number

pith:JL6HB3QN

pith:2025:JL6HB3QN6O53THY2YN4M64AR6V

not attested not anchored not stored refs pending

Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries

Helen Yannakoudakis, Jie M. Zhang, Lukas Twist, Mark Harman

arxiv:2509.22202 v3 · 2025-09-26 · cs.SE · 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{JL6HB3QN6O53THY2YN4M64AR6V}

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

Hallucination Inspector: A Fact-Checking Judge for API Migration

Receipt and verification

First computed	2026-05-20T01:04:58.377605Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4afc70ee0df3bbb99f1ac378cf7011f575757d7cd809ada438e9cd2d66db9882

Aliases

arxiv: 2509.22202 · arxiv_version: 2509.22202v3 · doi: 10.48550/arxiv.2509.22202 · pith_short_12: JL6HB3QN6O53 · pith_short_16: JL6HB3QN6O53THY2 · pith_short_8: JL6HB3QN

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/JL6HB3QN6O53THY2YN4M64AR6V \
  | 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: 4afc70ee0df3bbb99f1ac378cf7011f575757d7cd809ada438e9cd2d66db9882

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "516fba8b7d1d4bb3d22a9a8c608265703a696c44d1166eca6090c205406ed102",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-09-26T11:14:38Z",
    "title_canon_sha256": "d3a5d1664b97fb3a9e3c5b04abd61cdd20fa75855816d32049cae3d95acb3385"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.22202",
    "kind": "arxiv",
    "version": 3
  }
}