Pith Number

pith:VVIG4BQD

pith:2025:VVIG4BQDO4VK3PBZRMQYE76OUB

not attested not anchored not stored refs pending

Think Like an Engineer: A Neuro-Symbolic Collaboration Agent for Generative Software Requirements Elicitation and Self-Review

Dehai Zhao, Jieshan Chen, Sai Zhang, Xiaohong Li, Xiaowang Zhang, Zhenchang Xing, Zhiyong Feng, Zizhong Zhu

arxiv:2507.14969 v1 · 2025-07-20 · 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{VVIG4BQDO4VK3PBZRMQYE76OUB}

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	2026-07-05T11:40:16.032356Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ad506e0603772aadbc398b21827fcea043a274f3ab0908bf74e1fa5dfa05b36a

Aliases

arxiv: 2507.14969 · arxiv_version: 2507.14969v1 · doi: 10.48550/arxiv.2507.14969 · pith_short_12: VVIG4BQDO4VK · pith_short_16: VVIG4BQDO4VK3PBZ · pith_short_8: VVIG4BQD

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/VVIG4BQDO4VK3PBZRMQYE76OUB \
  | 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: ad506e0603772aadbc398b21827fcea043a274f3ab0908bf74e1fa5dfa05b36a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bdc038d9e3c6bd4b114455d97df214ad227d845e73d02f2b8c803c9fa6923873",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-07-20T13:59:00Z",
    "title_canon_sha256": "22a1d0be3b7a96b79a417b53bd7af2b6b04798d794085c505ead8a51fea9bc49"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.14969",
    "kind": "arxiv",
    "version": 1
  }
}