Pith. sign in
Pith Number

pith:FCBC7ZEI

pith:2025:FCBC7ZEIV4GADABJJGCXDYSGYK
not attested not anchored not stored refs pending

Integrating Expert Knowledge into Logical Programs via LLMs

Andre Freitas, Franciszek G\'orski, Marco Valentino, Oskar Wysocki

arxiv:2502.12275 v2 · 2025-02-17 · cs.AI · cs.CL · cs.MA

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{FCBC7ZEIV4GADABJJGCXDYSGYK}

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

1 paper in Pith

Receipt and verification
First computed 2026-07-05T11:01:32.045586Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

28822fe488af0c018029498571e246c2be39b806d2366bdb697b59c5d8d6422c

Aliases

arxiv: 2502.12275 · arxiv_version: 2502.12275v2 · doi: 10.48550/arxiv.2502.12275 · pith_short_12: FCBC7ZEIV4GA · pith_short_16: FCBC7ZEIV4GADABJ · pith_short_8: FCBC7ZEI
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/FCBC7ZEIV4GADABJJGCXDYSGYK \
  | 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: 28822fe488af0c018029498571e246c2be39b806d2366bdb697b59c5d8d6422c
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "2221946f6fc094d68a22087f4c409d577f6819ebcc8a2a4ad9620cdde59090e9",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.MA"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-02-17T19:18:23Z",
    "title_canon_sha256": "44cab90a3ebffb69df169f3e54c649c643a5808cc698fbaa020bf27227525389"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.12275",
    "kind": "arxiv",
    "version": 2
  }
}