Pith Number

pith:SRV56KWX

pith:2024:SRV56KWXDFPA2JJ7GJ2H32FPCY

not attested not anchored not stored refs pending

Process Reward Model with Q-Value Rankings

Wendi Li, Yixuan Li

arxiv:2410.11287 v2 · 2024-10-15 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SRV56KWXDFPA2JJ7GJ2H32FPCY}

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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

7 papers in Pith

Reinforcement Learning without Ground-Truth Solutions can Improve LLMs

CoLD: Counterfactually-Guided Length Debiasing for Process Reward Models in Mathematical Reasoning

From Failure to Feedback: Group Revision Unlocks Hard Cases in Object-Level Grounding

Inference-Time Scaling for Diffusion Models beyond Scaling Denoising Steps

GEAR: Granularity-Adaptive Advantage Reweighting for LLM Agents via Self-Distillation

Receipt and verification

First computed	2026-07-05T10:12:21.340953Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

946bdf2ad7195e0d253f32747de8af162b5d0f92e234b224953e7be32f5998fb

Aliases

arxiv: 2410.11287 · arxiv_version: 2410.11287v2 · doi: 10.48550/arxiv.2410.11287 · pith_short_12: SRV56KWXDFPA · pith_short_16: SRV56KWXDFPA2JJ7 · pith_short_8: SRV56KWX

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/SRV56KWXDFPA2JJ7GJ2H32FPCY \
  | 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: 946bdf2ad7195e0d253f32747de8af162b5d0f92e234b224953e7be32f5998fb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9a46a7e2dd9da3a80da832e9e67c47a8550fc42f48a8a96b6e92db4ac47f51c4",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-15T05:10:34Z",
    "title_canon_sha256": "72ceb0857272f5e6693d2708bf17f95d49bdb83fc596517fc7d8dcc960e93698"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.11287",
    "kind": "arxiv",
    "version": 2
  }
}