Pith Number

pith:347HLML5

pith:2024:347HLML5WYWV355XKRBJFCVSJ6

not attested not anchored not stored refs pending

GFlowNet Fine-tuning for Diverse Correct Solutions in Mathematical Reasoning Tasks

Masaya Tsunokake, Ryoichi Takase, Shota Inuzuka, Yuta Tsuchiya

arxiv:2410.20147 v1 · 2024-10-26 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{347HLML5WYWV355XKRBJFCVSJ6}

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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

Stable-GFlowNet: Toward Diverse and Robust LLM Red-Teaming via Contrastive Trajectory Balance

Receipt and verification

First computed	2026-07-05T09:26:39.823269Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

df3e75b17db62d5df7b75442928ab24fbb6234cdfb5f097c6d4d9cc6b0839b75

Aliases

arxiv: 2410.20147 · arxiv_version: 2410.20147v1 · doi: 10.48550/arxiv.2410.20147 · pith_short_12: 347HLML5WYWV · pith_short_16: 347HLML5WYWV355X · pith_short_8: 347HLML5

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/347HLML5WYWV355XKRBJFCVSJ6 \
  | 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: df3e75b17db62d5df7b75442928ab24fbb6234cdfb5f097c6d4d9cc6b0839b75

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "08ef5f5c62ced6e9932313fb0c67ff6d420052efb15a713818b1fc6e104e7483",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-26T11:13:33Z",
    "title_canon_sha256": "b34fa818fe447c517d919b6272306fe3f9a4eaeec5b15b351db67c1b4f1e50c5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.20147",
    "kind": "arxiv",
    "version": 1
  }
}