Pith Number

pith:KHM5EPYO

pith:2025:KHM5EPYOQZ4ZOVXUWZ5TB2AO3T

not attested not anchored not stored refs pending

Athena: Enhancing Multimodal Reasoning with Data-efficient Process Reward Models

Dong Li, Emad Barsoum, Jiaheng Wei, Shuai Wang, Xuanwu Yin, Zhenhua Liu

arxiv:2506.09532 v5 · 2025-06-11 · cs.LG · cs.AI · cs.CL · 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{KHM5EPYOQZ4ZOVXUWZ5TB2AO3T}

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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

Process Rewards with Learned Reliability

Receipt and verification

First computed	2026-05-27T01:04:48.755805Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

51d9d23f0e86799756f4b67b30e80edcfc0f17adca7332bb50e68c0e406e13c7

Aliases

arxiv: 2506.09532 · arxiv_version: 2506.09532v5 · doi: 10.48550/arxiv.2506.09532 · pith_short_12: KHM5EPYOQZ4Z · pith_short_16: KHM5EPYOQZ4ZOVXU · pith_short_8: KHM5EPYO

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/KHM5EPYOQZ4ZOVXUWZ5TB2AO3T \
  | 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: 51d9d23f0e86799756f4b67b30e80edcfc0f17adca7332bb50e68c0e406e13c7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "db45247597aaea7fc3f6f774393cac901cffe4a39ef334c6ce6767c25ed186ab",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-11T09:01:59Z",
    "title_canon_sha256": "67803941af3f88bac6852e375afb8eae0c376a96f08784075a0cf49e22231c24"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.09532",
    "kind": "arxiv",
    "version": 5
  }
}