Pith Number

pith:6DLH6IIJ

pith:2026:6DLH6IIJZ6RNI4RSJSINNXGU6C

not attested not anchored not stored refs pending

Many Voices, One Reward: Multi-Role Rubric Generation for LLM Judging and Reward Modeling

Dazhi Fu, Jicong Fan, Jiuding Yang, Yiwen Guo

arxiv:2607.01830 v1 · 2026-07-02 · 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{6DLH6IIJZ6RNI4RSJSINNXGU6C}

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	2026-07-03T01:17:31.056902Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f0d67f2109cfa2d472324c90d6dcd4f0b242f061c3be7e54b7f7320fdf88ae01

Aliases

arxiv: 2607.01830 · arxiv_version: 2607.01830v1 · doi: 10.48550/arxiv.2607.01830 · pith_short_12: 6DLH6IIJZ6RN · pith_short_16: 6DLH6IIJZ6RNI4RS · pith_short_8: 6DLH6IIJ

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/6DLH6IIJZ6RNI4RSJSINNXGU6C \
  | 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: f0d67f2109cfa2d472324c90d6dcd4f0b242f061c3be7e54b7f7320fdf88ae01

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "501de11502ab16fd80bc7c3ffa1381260a9dded2af9417c47def01e0503e8817",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-02T07:50:38Z",
    "title_canon_sha256": "2a4a9cbcde1cdeb137e976217c5d7cfa0fd54e194848c43c76324164180ed77d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.01830",
    "kind": "arxiv",
    "version": 1
  }
}