Pith Number

pith:3BTRXF2L

pith:2025:3BTRXF2LIDNIUUSP3DCAQU2TIC

not attested not anchored not stored refs pending

DecoupleSearch: Decouple Planning and Search via Hierarchical Reward Modeling

Bo Wang, Fei Huang, Guoxin Chen, Hao Sun, Pengjun Xie, Yan Zhang, Yingyan Hou, Yong Jiang, Zile Qiao

arxiv:2510.21712 v2 · 2025-09-07 · cs.IR · 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{3BTRXF2LIDNIUUSP3DCAQU2TIC}

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	2026-05-20T00:05:35.346846Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d8671b974b40da8a524fd8c408535340aa1756671926f2720ddbb89cf1e0aa28

Aliases

arxiv: 2510.21712 · arxiv_version: 2510.21712v2 · doi: 10.48550/arxiv.2510.21712 · pith_short_12: 3BTRXF2LIDNI · pith_short_16: 3BTRXF2LIDNIUUSP · pith_short_8: 3BTRXF2L

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/3BTRXF2LIDNIUUSP3DCAQU2TIC \
  | 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: d8671b974b40da8a524fd8c408535340aa1756671926f2720ddbb89cf1e0aa28

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "205b2ce5859cd1e6a44689f08e2b110c6b927260bc90e9ec1b794267da600d16",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2025-09-07T13:45:09Z",
    "title_canon_sha256": "893da2e20f233303df59547a6acbfe8ff8d39de6b18bdb5c9f1f8ef1fe8cbcb3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.21712",
    "kind": "arxiv",
    "version": 2
  }
}