Pith Number

pith:IUGFP2LJ

pith:2025:IUGFP2LJFD3ZRXCFCTTRDTPDMY

not attested not anchored not stored refs pending

Can LLM-Reasoning Models Replace Classical Planning? A Benchmark Study

Kai Goebel, Patrik Zips

arxiv:2507.23589 v1 · 2025-07-31 · cs.RO · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IUGFP2LJFD3ZRXCFCTTRDTPDMY}

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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

Process Reward Models Meet Planning: Generating Precise and Scalable Datasets for Step-Level Rewards

Receipt and verification

First computed	2026-07-05T11:46:27.325307Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

450c57e96928f798dc4514e711cde36626fe79859b1dfa36b5326759986d6c1f

Aliases

arxiv: 2507.23589 · arxiv_version: 2507.23589v1 · doi: 10.48550/arxiv.2507.23589 · pith_short_12: IUGFP2LJFD3Z · pith_short_16: IUGFP2LJFD3ZRXCF · pith_short_8: IUGFP2LJ

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/IUGFP2LJFD3ZRXCFCTTRDTPDMY \
  | 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: 450c57e96928f798dc4514e711cde36626fe79859b1dfa36b5326759986d6c1f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "76af78c8e06e9d9476ec2cc75906005210c7fb706a238a03580f73d26862e753",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.RO",
    "submitted_at": "2025-07-31T14:25:54Z",
    "title_canon_sha256": "4a0f35e832476c4ad10f3f2cb2eba0cf0858a5a9a5f3bf251fb7b709bb90bcd3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.23589",
    "kind": "arxiv",
    "version": 1
  }
}