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Pith Number

pith:J6EXYNCL

pith:2023:J6EXYNCLG3JKKJLVH3GEI3F6OM
not attested not anchored not stored refs pending

Can Large Language Models Transform Natural Language Intent into Formal Method Postconditions?

Madeline Endres, Saikat Chakraborty, Sarah Fakhoury, Shuvendu K. Lahiri

arxiv:2310.01831 v2 · 2023-10-03 · cs.SE · cs.AI · cs.PL

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\usepackage{pith}
\pithnumber{J6EXYNCLG3JKKJLVH3GEI3F6OM}

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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.

Cited by

1 paper in Pith

Receipt and verification
First computed 2026-07-05T08:08:18.256136Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

4f897c344b36d2a525753ecc446cbe730995af0549c52fc1e3d3ab94f9f28a5f

Aliases

arxiv: 2310.01831 · arxiv_version: 2310.01831v2 · doi: 10.48550/arxiv.2310.01831 · pith_short_12: J6EXYNCLG3JK · pith_short_16: J6EXYNCLG3JKKJLV · pith_short_8: J6EXYNCL
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/J6EXYNCLG3JKKJLVH3GEI3F6OM \
  | 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: 4f897c344b36d2a525753ecc446cbe730995af0549c52fc1e3d3ab94f9f28a5f
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "674763ab8ff02d9ae0e340876cd97d962eede5b21128cf77045f8c5d50ae853d",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.PL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2023-10-03T06:55:45Z",
    "title_canon_sha256": "6603dbe04fb9532ecf03b20547b3df7b8b50190e7b2fbaf7eaf6a30607236d69"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.01831",
    "kind": "arxiv",
    "version": 2
  }
}