Pith Number

pith:ZGHCAF5H

pith:2024:ZGHCAF5H3IHBFWBQJTGKXVI7RO

not attested not anchored not stored refs pending

Engineering Trustworthy Software: A Mission for LLMs

Marco Vieira

arxiv:2411.17981 v1 · 2024-11-27 · 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{ZGHCAF5H3IHBFWBQJTGKXVI7RO}

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

Case Study: Fine-tuning Small Language Models for Accurate and Private CWE Detection in Python Code

Receipt and verification

First computed	2026-07-05T09:41:09.775335Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c98e2017a7da0e12d8304cccabd51f8ba2982f9defecd9f87b97be289e321bc1

Aliases

arxiv: 2411.17981 · arxiv_version: 2411.17981v1 · doi: 10.48550/arxiv.2411.17981 · pith_short_12: ZGHCAF5H3IHB · pith_short_16: ZGHCAF5H3IHBFWBQ · pith_short_8: ZGHCAF5H

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/ZGHCAF5H3IHBFWBQJTGKXVI7RO \
  | 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: c98e2017a7da0e12d8304cccabd51f8ba2982f9defecd9f87b97be289e321bc1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6fcfdb66162714f55ab60f0a4b9fbea6ddc208bd29b8074d583d605c0d31b908",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-11-27T01:30:44Z",
    "title_canon_sha256": "782cdb6308c7286e2573fb6c17598ce8fcc921288d001f416518182861dcd75c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.17981",
    "kind": "arxiv",
    "version": 1
  }
}