Pith Number

pith:QNGQEP5B

pith:2025:QNGQEP5BOIGCYTXPJ5SZWOU5CQ

not attested not anchored not stored refs pending

Multi-Modal Requirements Data-based Acceptance Criteria Generation using LLMs

Aldeida Aleti, Chakkrit Tantithamthavorn, Chetan Arora, David Lo, Dishan Sambathkumar, Fanyu Wang, Kaicheng Huang, Yonghui Liu

arxiv:2508.06888 v1 · 2025-08-09 · 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{QNGQEP5BOIGCYTXPJ5SZWOU5CQ}

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

2 papers in Pith

Guidelines for Empirical Studies in Software Engineering involving Large Language Models

Receipt and verification

First computed	2026-07-05T11:51:37.116784Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

834d023fa1720c2c4eef4f659b3a9d141778baedb4ab3ff4dbb5186316b49fcb

Aliases

arxiv: 2508.06888 · arxiv_version: 2508.06888v1 · doi: 10.48550/arxiv.2508.06888 · pith_short_12: QNGQEP5BOIGC · pith_short_16: QNGQEP5BOIGCYTXP · pith_short_8: QNGQEP5B

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/QNGQEP5BOIGCYTXPJ5SZWOU5CQ \
  | 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: 834d023fa1720c2c4eef4f659b3a9d141778baedb4ab3ff4dbb5186316b49fcb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "314f5258e6c40871f93ffa8568ee8e9393ba8a84148eb920f76ff8353e72e2ab",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-08-09T08:35:40Z",
    "title_canon_sha256": "8337d03e6230a97e4d25f54de27c760781b7cedd3c14818d49a8e2b3fdf9d01c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.06888",
    "kind": "arxiv",
    "version": 1
  }
}