Pith Number

pith:RHK6GOL4

pith:2024:RHK6GOL43XFUCXRRQPJDF2UQNK

not attested not anchored not stored refs pending

AlphaMath Almost Zero: Process Supervision without Process

Chengxi Li, Guoxin Chen, Kai Fan, Minpeng Liao

arxiv:2405.03553 v3 · 2024-05-06 · 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{RHK6GOL43XFUCXRRQPJDF2UQNK}

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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

11 papers in Pith

Training the Orchestrator: A Supervised Approach to End-to-End PDDL Planning with LLM Agents

VeriSpace: Spatially Grounded Action Verification for Vision-Language-Action Models

Step-by-Step Optimization-like Reasoning in LLMs over Expanding Search Spaces

Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs

The Landscape of Agentic Reinforcement Learning for LLMs: A Survey

Receipt and verification

First computed	2026-07-05T09:12:28.229627Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

89d5e3397cddcb415e3183d232ea906a960c93fb48d0b4bb26c2cb4502613c2c

Aliases

arxiv: 2405.03553 · arxiv_version: 2405.03553v3 · doi: 10.48550/arxiv.2405.03553 · pith_short_12: RHK6GOL43XFU · pith_short_16: RHK6GOL43XFUCXRR · pith_short_8: RHK6GOL4

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/RHK6GOL43XFUCXRRQPJDF2UQNK \
  | 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: 89d5e3397cddcb415e3183d232ea906a960c93fb48d0b4bb26c2cb4502613c2c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0eaf5470755f714348a8baa286ec5a3f178bdfe5e5408fe201bbb855ade0ba7a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-05-06T15:20:30Z",
    "title_canon_sha256": "f8f88ba37dd307a5e1ab58880e40b930bdf167c23c47b5d68ab99ead5b21ef47"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.03553",
    "kind": "arxiv",
    "version": 3
  }
}