Pith Number

pith:D2YMP65H

pith:2026:D2YMP65HJUGGXBM5L7HDY5MXIR

not attested not anchored not stored refs pending

Off-the-Shelf LLMs as Process Scorers: Training-Free Alternative to PRMs for Mathematical Reasoning

Atoosa Chegini, Soheil Feizi

arxiv:2606.01682 v1 · 2026-06-01 · cs.CL · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{D2YMP65HJUGGXBM5L7HDY5MXIR}

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	2026-06-02T02:04:39.997533Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1eb0c7fba74d0c6b859d5fce3c7597444ad32a1ede19776937391c9569e36b72

Aliases

arxiv: 2606.01682 · arxiv_version: 2606.01682v1 · doi: 10.48550/arxiv.2606.01682 · pith_short_12: D2YMP65HJUGG · pith_short_16: D2YMP65HJUGGXBM5 · pith_short_8: D2YMP65H

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/D2YMP65HJUGGXBM5L7HDY5MXIR \
  | 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: 1eb0c7fba74d0c6b859d5fce3c7597444ad32a1ede19776937391c9569e36b72

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6d6986446094a106897306aef6baf29ffd3a06ad1359f8a7db4f752bfe336ae9",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-06-01T04:43:36Z",
    "title_canon_sha256": "8863d21640e629b3675ee6886b3af7fad676de5643267fd790af13ed7eb0f7df"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.01682",
    "kind": "arxiv",
    "version": 1
  }
}