Pith Number

pith:P2N663TC

pith:2024:P2N663TCCHUTEI3OW6HMLIRIHM

not attested not anchored not stored refs pending

Beyond ChatGPT: Enhancing Software Quality Assurance Tasks with Diverse LLMs and Validation Techniques

David Lo, Lizi Liao, Ratnadira Widyasari

arxiv:2409.01001 v1 · 2024-09-02 · 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{P2N663TCCHUTEI3OW6HMLIRIHM}

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	2026-07-05T09:01:56.975439Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7e9bef6e6211e932236eb78ec5a2283b34dfc1560906ec1f92503987c98c3f40

Aliases

arxiv: 2409.01001 · arxiv_version: 2409.01001v1 · doi: 10.48550/arxiv.2409.01001 · pith_short_12: P2N663TCCHUT · pith_short_16: P2N663TCCHUTEI3O · pith_short_8: P2N663TC

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/P2N663TCCHUTEI3OW6HMLIRIHM \
  | 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: 7e9bef6e6211e932236eb78ec5a2283b34dfc1560906ec1f92503987c98c3f40

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fef087073b8ec397b52c1490d21e69c18f2b981b3008c7473f74ebfa8589e451",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-09-02T07:26:19Z",
    "title_canon_sha256": "42399b3095e76630b97b8762bdb6a2b9d530b7983a0e1ce4cdcbdcc5044cee7b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.01001",
    "kind": "arxiv",
    "version": 1
  }
}