Pith Number

pith:6PH2ZX2U

pith:2024:6PH2ZX2USXOM5F7IEUY73LNXUK

not attested not anchored not stored refs pending

Evaluating Robustness of Reward Models for Mathematical Reasoning

Dongha Lee, Dongjin Kang, Hyungjoo Chae, Jinyoung Yeo, Jungsoo Won, Sunghwan Kim, Taeyoon Kwon

arxiv:2410.01729 v1 · 2024-10-02 · cs.LG · cs.AI · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6PH2ZX2USXOM5F7IEUY73LNXUK}

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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

2 papers in Pith

Reinforcement Learning from Human Feedback

RewardBench 2: Advancing Reward Model Evaluation

Receipt and verification

First computed	2026-07-05T09:14:51.295970Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f3cfacdf5495dcce97e82531fdadb7a2a38c3edc68abc2dd98bfd52f35dd69c4

Aliases

arxiv: 2410.01729 · arxiv_version: 2410.01729v1 · doi: 10.48550/arxiv.2410.01729 · pith_short_12: 6PH2ZX2USXOM · pith_short_16: 6PH2ZX2USXOM5F7I · pith_short_8: 6PH2ZX2U

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/6PH2ZX2USXOM5F7IEUY73LNXUK \
  | 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: f3cfacdf5495dcce97e82531fdadb7a2a38c3edc68abc2dd98bfd52f35dd69c4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3ad7d89d045aa3ad100fc2ec857686113a56a74890a2aa64b4249c7f0f622fa8",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-02T16:39:58Z",
    "title_canon_sha256": "0e510d353831e6e60e4b2c22acd75fb35b07d47b43ca7dac242a20957089feb8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.01729",
    "kind": "arxiv",
    "version": 1
  }
}