Pith. sign in
Pith Number

pith:SXG7HZRO

pith:2025:SXG7HZROFUY5XTXTHZ7YJFINK2
not attested not anchored not stored refs pending

Towards Conversational Development Environments: Using Theory-of-Mind and Multi-Agent Architectures for Requirements Refinement

Ahmed E. Hassan, Ali Arabat, Dayi Lin, Keheliya Gallaba, Mohammed Sayagh

arxiv:2505.20973 v2 · 2025-05-27 · cs.SE · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{SXG7HZROFUY5XTXTHZ7YJFINK2}

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 2026-07-05T11:10:58.829362Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

95cdf3e62e2d31dbcef33e7f84950d56b5507ae9e33b791390ce4d455bdc785d

Aliases

arxiv: 2505.20973 · arxiv_version: 2505.20973v2 · doi: 10.48550/arxiv.2505.20973 · pith_short_12: SXG7HZROFUY5 · pith_short_16: SXG7HZROFUY5XTXT · pith_short_8: SXG7HZRO
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/SXG7HZROFUY5XTXTHZ7YJFINK2 \
  | 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: 95cdf3e62e2d31dbcef33e7f84950d56b5507ae9e33b791390ce4d455bdc785d
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "109d8cdd6fb3fc5a4cc89143ef5a5ea05876d999913055ba0d45670b94db6ee4",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-05-27T10:05:26Z",
    "title_canon_sha256": "2f414597f5b7af63a25540a4953e968fd8b02afd2e42436d48943b5bc2750bee"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.20973",
    "kind": "arxiv",
    "version": 2
  }
}