Pith. sign in
Pith Number

pith:EUPP33WU

pith:2024:EUPP33WUNJLKU4B545PIZSITEY
not attested not anchored not stored refs pending

Towards the LLM-Based Generation of Formal Specifications from Natural-Language Contracts: Early Experiments with Symboleo

Amal Ahmed Anda, Daniel Amyot, John Mylopoulos, Mounira Nihad Zitouni, Sahil Rajpal

arxiv:2411.15898 v1 · 2024-11-24 · cs.SE

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{EUPP33WUNJLKU4B545PIZSITEY}

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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.
Receipt and verification
First computed 2026-07-05T09:39:43.098761Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

251efdeed46a56aa703de75e8cc9132631fa473807458f07e935054594393de7

Aliases

arxiv: 2411.15898 · arxiv_version: 2411.15898v1 · doi: 10.48550/arxiv.2411.15898 · pith_short_12: EUPP33WUNJLK · pith_short_16: EUPP33WUNJLKU4B5 · pith_short_8: EUPP33WU
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/EUPP33WUNJLKU4B545PIZSITEY \
  | 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: 251efdeed46a56aa703de75e8cc9132631fa473807458f07e935054594393de7
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "b587bb3cb52e7bbd816e69cd36d63e19be8060b69c61f4444851a1fdacba0d10",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-11-24T16:14:32Z",
    "title_canon_sha256": "c7b404f573f75ad653d113f795db025ba9c5ca4fabf8b26a46e0beb592c1285b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.15898",
    "kind": "arxiv",
    "version": 1
  }
}