Pith Number

pith:JMKC73BB

pith:2025:JMKC73BBWIBRHRIS7JXGPW7HNG

not attested not anchored not stored refs pending

AURORA:Automated Training Framework of Universal Process Reward Models via Ensemble Prompting and Reverse Verification

Bin Li, Chao Qu, Dakuan Lu, Haozhe Wang, Minghao Yang, Tianchu Yao, Wei Chu, Xiaoyu Tan, Xihe Qiu, Yinghui Xu, Yuan Qi

arxiv:2502.11520 v1 · 2025-02-17 · 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{JMKC73BBWIBRHRIS7JXGPW7HNG}

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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

GR-Ben: A General Reasoning Benchmark for Evaluating Process Reward Models

When to Trust Tools? Adaptive Tool Trust Calibration For Tool-Integrated Math Reasoning

Receipt and verification

First computed	2026-07-05T10:15:30.219627Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4b142fec21b20313c512fa6e67dbe769bf89aa863fea0e7955d996a99e2a49bd

Aliases

arxiv: 2502.11520 · arxiv_version: 2502.11520v1 · doi: 10.48550/arxiv.2502.11520 · pith_short_12: JMKC73BBWIBR · pith_short_16: JMKC73BBWIBRHRIS · pith_short_8: JMKC73BB

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/JMKC73BBWIBRHRIS7JXGPW7HNG \
  | 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: 4b142fec21b20313c512fa6e67dbe769bf89aa863fea0e7955d996a99e2a49bd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "83e6c0f8f45e6d6ee401a4d72450997a5d4dc40dbd537a65e7c04daf7f958f9a",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-17T07:41:27Z",
    "title_canon_sha256": "94fcb068a3baaab9a431a84e96b1f4b3f3fc129ecc9fd4ffc7c564204c3c5234"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.11520",
    "kind": "arxiv",
    "version": 1
  }
}