Pith Number

pith:YHMB7MTJ

pith:2025:YHMB7MTJNFA75C2RDRXH2HCNBY

not attested not anchored not stored refs pending

How Robust are LLM-Generated Library Imports? An Empirical Study using Stack Overflow

Emad Shihab, Jasmine Latendresse, SayedHassan Khatoonabadi

arxiv:2507.10818 v1 · 2025-07-14 · cs.SE · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YHMB7MTJNFA75C2RDRXH2HCNBY}

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

2 papers in Pith

Mitigating Package Hallucinations in Large Language Models via Model Editing

Correct Code, Vulnerable Dependencies: A Large Scale Measurement Study of LLM-Specified Library Versions

Receipt and verification

First computed	2026-07-05T11:49:57.057616Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c1d81fb2696941fe8b511c6e7d1c4d0e117033c04eab77e3a4383b11cbf6b5c4

Aliases

arxiv: 2507.10818 · arxiv_version: 2507.10818v1 · doi: 10.48550/arxiv.2507.10818 · pith_short_12: YHMB7MTJNFA7 · pith_short_16: YHMB7MTJNFA75C2R · pith_short_8: YHMB7MTJ

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/YHMB7MTJNFA75C2RDRXH2HCNBY \
  | 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: c1d81fb2696941fe8b511c6e7d1c4d0e117033c04eab77e3a4383b11cbf6b5c4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3eb034a46dc43709ceb251f980a18c5866e85eeb4056b867d98d67150d2e8768",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-07-14T21:35:29Z",
    "title_canon_sha256": "2e6336b3cec304d98f04deeefbe5d2f2725ebfc00eee3a15b88872b6da747520"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.10818",
    "kind": "arxiv",
    "version": 1
  }
}