Pith Number

pith:CAOA6WQ4

pith:2025:CAOA6WQ43ESJRUDJDAHEZKSNE7

not attested not anchored not stored refs pending

Boosting Virtual Agent Learning and Reasoning: A Step-Wise, Multi-Dimensional, and Generalist Reward Model with Benchmark

Bingchen Miao, Juncheng Li, Minghe Gao, Qifan Yu, Siliang Tang, Tat-Seng Chua, Wendong Bu, Wenqiao Zhang, Yang Wu, Yunfei Li

arxiv:2503.18665 v2 · 2025-03-24 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CAOA6WQ43ESJRUDJDAHEZKSNE7}

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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

GM-PRM: A Generative Multimodal Process Reward Model for Multimodal Mathematical Reasoning

Receipt and verification

First computed	2026-07-05T11:25:43.071095Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

101c0f5a1cd92498d069180e4caa4d27da5613e297d9dfa4f1bd19e1ff85c491

Aliases

arxiv: 2503.18665 · arxiv_version: 2503.18665v2 · doi: 10.48550/arxiv.2503.18665 · pith_short_12: CAOA6WQ43ESJ · pith_short_16: CAOA6WQ43ESJRUDJ · pith_short_8: CAOA6WQ4

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/CAOA6WQ43ESJRUDJDAHEZKSNE7 \
  | 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: 101c0f5a1cd92498d069180e4caa4d27da5613e297d9dfa4f1bd19e1ff85c491

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "465af5ee5b122d9fef82878eb82202f620d07efde7e1521c3d6bbef77be3bfd6",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-03-24T13:30:47Z",
    "title_canon_sha256": "12486388e370f4361f66fa5e34f57bd3db82da75de7509cdcebd447de8508fbf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.18665",
    "kind": "arxiv",
    "version": 2
  }
}