Pith Number

pith:2FFNLPMK

pith:2023:2FFNLPMK33ODFBWQM7YVM7WPRS

not attested not anchored not stored refs pending

ToRA: A Tool-Integrated Reasoning Agent for Mathematical Problem Solving

Minlie Huang, Nan Duan, Weizhu Chen, Yelong Shen, Yeyun Gong, Yujiu Yang, Zhibin Gou, Zhihong Shao

arxiv:2309.17452 v4 · 2023-09-29 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2FFNLPMK33ODFBWQM7YVM7WPRS}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more

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

18 papers in Pith

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Does Math Reasoning Improve General LLM Capabilities? Understanding Transferability of LLM Reasoning

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

Beyond the Final Answer: Evaluating the Reasoning Trajectories of Tool-Augmented Agents

Red Skills or Blue Skills? A Dive Into Skills Published on ClawHub

Receipt and verification

First computed	2026-05-19T09:14:01.802187Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d14ad5bd8adedc3286d067f1567ecf8c9852130969b9f1d34e96670fa5f83dcd

Aliases

arxiv: 2309.17452 · arxiv_version: 2309.17452v4 · doi: 10.48550/arxiv.2309.17452 · pith_short_12: 2FFNLPMK33OD · pith_short_16: 2FFNLPMK33ODFBWQ · pith_short_8: 2FFNLPMK

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/2FFNLPMK33ODFBWQM7YVM7WPRS \
  | 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: d14ad5bd8adedc3286d067f1567ecf8c9852130969b9f1d34e96670fa5f83dcd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "236232d89bae51cfc7c77e99ad555890e3702652d8d35c0e7233c9233ddcf942",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-09-29T17:59:38Z",
    "title_canon_sha256": "f4d6ec5fcc22a055c583582bb3ff045f4110ceb8341c94bd066f2d625e806077"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.17452",
    "kind": "arxiv",
    "version": 4
  }
}