Pith Number

pith:C6ANSEJG

pith:2026:C6ANSEJGOIPLPRQVZDO2MXFWAT

not attested not anchored not stored refs pending

Unreliable in Practice? A Comprehensive Study of Errors in LLM-Generated Code

Jo\~ao R. Campos, Marco Vieira, Rodrigo Pato Nogueira

arxiv:2608.00661 v1 · 2026-08-01 · 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{C6ANSEJGOIPLPRQVZDO2MXFWAT}

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.

Receipt and verification

First computed	2026-08-04T00:38:54.153623Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1780d91126721eb7c615c8dda65cb604ff8d47627b4372aa393e602cdbc4f0eb

Aliases

arxiv: 2608.00661 · arxiv_version: 2608.00661v1 · doi: 10.48550/arxiv.2608.00661 · pith_short_12: C6ANSEJGOIPL · pith_short_16: C6ANSEJGOIPLPRQV · pith_short_8: C6ANSEJG

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/C6ANSEJGOIPLPRQVZDO2MXFWAT \
  | 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: 1780d91126721eb7c615c8dda65cb604ff8d47627b4372aa393e602cdbc4f0eb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "453f292a0736786783bc7158b687b8b9a2d9fc0f4128408c304748a80073df99",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2026-08-01T13:31:42Z",
    "title_canon_sha256": "bb224808a8d25d25b74d569f4a9bdf142b7357238e3dc103529b30498591c9d4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.00661",
    "kind": "arxiv",
    "version": 1
  }
}