Pith Number

pith:KE5LQ45R

pith:2024:KE5LQ45RANQEVZH3PNNLJB2PN3

not attested not anchored not stored refs pending

We Have a Package for You! A Comprehensive Analysis of Package Hallucinations by Code Generating LLMs

A H M Nazmus Sakib, Anindya Maiti, Bimal Viswanath, Joseph Spracklen, Murtuza Jadliwala, Raveen Wijewickrama

arxiv:2406.10279 v3 · 2024-06-12 · cs.SE · cs.AI · cs.CR · 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{KE5LQ45RANQEVZH3PNNLJB2PN3}

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

5 papers in Pith

LibEvoBench: Probing Temporal Knowledge Stratification in Code Generation Models

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

When Retrieval Hurts Code Completion: A Diagnostic Study of Stale Repository Context

Bridging Generation and Training: A Systematic Review of Quality Issues in LLMs for Code

Receipt and verification

First computed	2026-07-05T10:22:01.093228Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

513ab873b103604ae4fb7b5ab4874f6ed4dae8ba2872327f43c28df7c94ddc74

Aliases

arxiv: 2406.10279 · arxiv_version: 2406.10279v3 · doi: 10.48550/arxiv.2406.10279 · pith_short_12: KE5LQ45RANQE · pith_short_16: KE5LQ45RANQEVZH3 · pith_short_8: KE5LQ45R

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/KE5LQ45RANQEVZH3PNNLJB2PN3 \
  | 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: 513ab873b103604ae4fb7b5ab4874f6ed4dae8ba2872327f43c28df7c94ddc74

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9aa7f8bd03ece44dc47c193d131a46c4895a54c86f6f0d522bd83120ae8458a4",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CR",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-06-12T03:29:06Z",
    "title_canon_sha256": "52048a9920d2b4666ed03b82db9d8af677e79d66fcd904f29852b1c600ca3116"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.10279",
    "kind": "arxiv",
    "version": 3
  }
}