Pith Number

pith:4EXZA6A3

pith:2024:4EXZA6A32OVRRPG3XB2YOZ7PS7

not attested not anchored not stored refs pending

Advancing Process Verification for Large Language Models via Tree-Based Preference Learning

Mingqian He, Weiming Lu, Wenqi Zhang, Yongliang Shen, Zeqi Tan

arxiv:2407.00390 v1 · 2024-06-29 · 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{4EXZA6A32OVRRPG3XB2YOZ7PS7}

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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

Reasoning Through Execution: Unifying Process and Outcome Rewards for Code Generation

Receipt and verification

First computed	2026-07-05T08:38:19.135761Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e12f90781bd3ab18bcdbb8758767ef97fbfc55736b24d044778ff5f71764779c

Aliases

arxiv: 2407.00390 · arxiv_version: 2407.00390v1 · doi: 10.48550/arxiv.2407.00390 · pith_short_12: 4EXZA6A32OVR · pith_short_16: 4EXZA6A32OVRRPG3 · pith_short_8: 4EXZA6A3

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/4EXZA6A32OVRRPG3XB2YOZ7PS7 \
  | 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: e12f90781bd3ab18bcdbb8758767ef97fbfc55736b24d044778ff5f71764779c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "131279d3b74e965f9db6e81b694ba7bc929bf9292c704a72a4305fd4dda6e846",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-29T10:09:49Z",
    "title_canon_sha256": "e94e4379d6cf556515a66ddc7045353e3e0a064a9e14e5da04d881f21f86061f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.00390",
    "kind": "arxiv",
    "version": 1
  }
}