Pith Number

pith:NMEXVI3E

pith:2024:NMEXVI3EDJVMKUHOMMAKGXCOGI

not attested not anchored not stored refs pending

Systematic Analysis of LLM Contributions to Planning: Solver, Verifier, Heuristic

Fei Liu, Haoming Li, Songyuan Liu, Yiming Lu, Zhaoliang Chen

arxiv:2412.09666 v1 · 2024-12-12 · cs.AI · cs.CL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NMEXVI3EDJVMKUHOMMAKGXCOGI}

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	2026-07-05T09:48:39.919866Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6b097aa3641a6ac550ee6300a35c4e320752a333af91f093915e561a6dc3dbe6

Aliases

arxiv: 2412.09666 · arxiv_version: 2412.09666v1 · doi: 10.48550/arxiv.2412.09666 · pith_short_12: NMEXVI3EDJVM · pith_short_16: NMEXVI3EDJVMKUHO · pith_short_8: NMEXVI3E

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/NMEXVI3EDJVMKUHOMMAKGXCOGI \
  | 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: 6b097aa3641a6ac550ee6300a35c4e320752a333af91f093915e561a6dc3dbe6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "953ece9055fa64874eb57edb6b6b64c3c47398b6907ffffc09b4d08d57fdd32c",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-12-12T18:16:46Z",
    "title_canon_sha256": "09c9ffc1bc28eae4e2f13c8464755b0d95b4855adef9eec7843de88f3d6f7450"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.09666",
    "kind": "arxiv",
    "version": 1
  }
}