Pith Number

pith:IP5R4M5O

pith:2025:IP5R4M5OGY4RNWEJLGS4FCWN4Z

not attested not anchored not stored refs pending

Integrating Artificial Intelligence with Human Expertise: An In-depth Analysis of ChatGPT's Capabilities in Generating Metamorphic Relations

(2) Swinburne University of Technology), Dave Towey (1), Huai Liu (2), Matthew Pike (1), Quang-Hung Luu (2), Tsong Yueh Chen (2) ((1) University of Nottingham Ningbo China, Yifan Zhang (1)

arxiv:2503.22141 v1 · 2025-03-28 · 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{IP5R4M5OGY4RNWEJLGS4FCWN4Z}

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

MR-Coupler: Automated Metamorphic Test Generation via Functional Coupling Analysis

Receipt and verification

First computed	2026-07-05T10:40:48.267181Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

43fb1e33ae363916d88959a5c28acde640800d5a4acd037aad3fa48af8edb4f0

Aliases

arxiv: 2503.22141 · arxiv_version: 2503.22141v1 · doi: 10.48550/arxiv.2503.22141 · pith_short_12: IP5R4M5OGY4R · pith_short_16: IP5R4M5OGY4RNWEJ · pith_short_8: IP5R4M5O

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/IP5R4M5OGY4RNWEJLGS4FCWN4Z \
  | 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: 43fb1e33ae363916d88959a5c28acde640800d5a4acd037aad3fa48af8edb4f0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "47e47d161d2125e59d894f30e21ff3d7ce8041211b6d5bac4154ddc29e56a9c8",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-03-28T04:31:32Z",
    "title_canon_sha256": "70f5c536149b66c69e8cebe906aeaaa00cd0476200e33284d30a64f90a95dca7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.22141",
    "kind": "arxiv",
    "version": 1
  }
}