Pith Number

pith:QIOV56VO

pith:2024:QIOV56VO26HFROGZLICTTPXTBW

not attested not anchored not stored refs pending

Code Hallucination

Ashish Kundu, Mirza Masfiqur Rahman

arxiv:2407.04831 v2 · 2024-07-05 · cs.AI · 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{QIOV56VO26HFROGZLICTTPXTBW}

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

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

Receipt and verification

First computed	2026-07-05T08:53:23.809593Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

821d5efaaed78e58b8d95a0539bef30da6899f89ea2334d5ec61cd9b9d5acc63

Aliases

arxiv: 2407.04831 · arxiv_version: 2407.04831v2 · doi: 10.48550/arxiv.2407.04831 · pith_short_12: QIOV56VO26HF · pith_short_16: QIOV56VO26HFROGZ · pith_short_8: QIOV56VO

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/QIOV56VO26HFROGZLICTTPXTBW \
  | 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: 821d5efaaed78e58b8d95a0539bef30da6899f89ea2334d5ec61cd9b9d5acc63

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8bdc391430c357e96da14c946913c27431cdc04c52cae9b2fd82ce0d503eb04d",
    "cross_cats_sorted": [
      "cs.SE"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-07-05T19:37:37Z",
    "title_canon_sha256": "822aa7babe3b62e59acc14b57d0a95f0c528c66f342a132b5dd5aa229886bd00"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.04831",
    "kind": "arxiv",
    "version": 2
  }
}