Pith Number

pith:DX2DLULW

pith:2026:DX2DLULWCKJL4P2WOA62GMXBHA

not attested not anchored not stored refs pending

Boosting Inference with Guided Reasoning: Stochastic Exploration for Recursive Models

Andrew Corbett, Anna Tzatzopoulou, Archit Sood, Sai-Aakash Ramesh, Tim Dodwell

arxiv:2605.25230 v1 · 2026-05-24 · 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{DX2DLULWCKJL4P2WOA62GMXBHA}

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	2026-05-26T02:04:24.307183Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1df435d1761292be3f56703da332e1382b5943a0713c13f151a79656dccc824a

Aliases

arxiv: 2605.25230 · arxiv_version: 2605.25230v1 · doi: 10.48550/arxiv.2605.25230 · pith_short_12: DX2DLULWCKJL · pith_short_16: DX2DLULWCKJL4P2W · pith_short_8: DX2DLULW

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/DX2DLULWCKJL4P2WOA62GMXBHA \
  | 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: 1df435d1761292be3f56703da332e1382b5943a0713c13f151a79656dccc824a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cab7a762d01c129d9e1abe1df82da713f5bf0cb40a2004cb508c97529714c957",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-05-24T19:32:20Z",
    "title_canon_sha256": "3d6917fe2ace5a67b6eb6c96d993fe7f91c444653fed3fe8269bd1d44f018e22"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.25230",
    "kind": "arxiv",
    "version": 1
  }
}