Pith Number

pith:SKHPRKYD

pith:2024:SKHPRKYDJGNOLED2GWVAUF4NL6

not attested not anchored not stored refs pending

On Mitigating Code LLM Hallucinations with API Documentation

Baishakhi Ray, Murali Krishna Ramanathan, Nihal Jain, Robert Kwiatkowski, Varun Kumar

arxiv:2407.09726 v1 · 2024-07-13 · cs.CL · 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{SKHPRKYDJGNOLED2GWVAUF4NL6}

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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

Mono2Sls: Automated Monolith-to-Serverless Migration via Multi-Stage Pipeline with Static Analysis

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

Receipt and verification

First computed	2026-07-05T08:44:39.368635Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

928ef8ab03499ae5907a35aa0a178d5fae2570435b94c5f37b2714e45f351e79

Aliases

arxiv: 2407.09726 · arxiv_version: 2407.09726v1 · doi: 10.48550/arxiv.2407.09726 · pith_short_12: SKHPRKYDJGNO · pith_short_16: SKHPRKYDJGNOLED2 · pith_short_8: SKHPRKYD

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/SKHPRKYDJGNOLED2GWVAUF4NL6 \
  | 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: 928ef8ab03499ae5907a35aa0a178d5fae2570435b94c5f37b2714e45f351e79

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "99d94b844d3d5c28b3390ffe129272272cf31972e994cd83ef03c58763db562d",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-07-13T00:16:26Z",
    "title_canon_sha256": "08dfaeade1f220e9e4217de77637539bc4eff47aadc3e25f4087eb50dd6db4c9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.09726",
    "kind": "arxiv",
    "version": 1
  }
}