Pith Number

pith:2GKT6MUB

pith:2024:2GKT6MUBMMRCRKZV6EWZ22ZIDE

not attested not anchored not stored refs pending

Validating LLM-Generated Programs with Metamorphic Prompt Testing

Dakai Zhu, Xiaoyin Wang

arxiv:2406.06864 v1 · 2024-06-11 · cs.SE · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2GKT6MUBMMRCRKZV6EWZ22ZIDE}

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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

2 papers in Pith

Guiding Human Validation of LLM-Generated Code via Verifiable Literate Programming

Bidirectional Empowerment of Metamorphic Testing and Large Language Models: A Systematic Survey

Receipt and verification

First computed	2026-07-05T08:29:51.351619Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d1953f3281632228ab35f12d9d6b28193007f0878bc3b9528a45c6989a856a00

Aliases

arxiv: 2406.06864 · arxiv_version: 2406.06864v1 · doi: 10.48550/arxiv.2406.06864 · pith_short_12: 2GKT6MUBMMRC · pith_short_16: 2GKT6MUBMMRCRKZV · pith_short_8: 2GKT6MUB

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/2GKT6MUBMMRCRKZV6EWZ22ZIDE \
  | 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: d1953f3281632228ab35f12d9d6b28193007f0878bc3b9528a45c6989a856a00

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "76075f974c0c657f24f8a6975c71ee82deb9a57249b343fef5344f469b088a79",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-06-11T00:40:17Z",
    "title_canon_sha256": "8aab203d25297c6006c9894b808ad2430db40ee6810d82334ec5774c9abc50c9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.06864",
    "kind": "arxiv",
    "version": 1
  }
}