Pith Number

pith:BAL3LK6O

pith:2025:BAL3LK6OXOHW6WFXSUFTZQFDF5

not attested not anchored not stored refs pending

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning?

Junteng Liu, Junxian He, Minrui Xu, Ruochen Zhou, Shiqi Chen, Xinxin Lin, Yunqi Li, Zhengyu Chen

arxiv:2507.04391 v1 · 2025-07-06 · 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{BAL3LK6OXOHW6WFXSUFTZQFDF5}

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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

2 papers in Pith

To Reason or to Fabricate: Reasoning Without Shortcuts via Hint-Anchored Pairwise Aggregation

SUPERNOVA: Eliciting General Reasoning in LLMs with Reinforcement Learning on Natural Instructions

Receipt and verification

First computed	2026-07-05T11:32:47.069476Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0817b5abcebb8f6f58b7950b3cc0a32f5c6b33e30d0a6018e0b3615f46fabee9

Aliases

arxiv: 2507.04391 · arxiv_version: 2507.04391v1 · doi: 10.48550/arxiv.2507.04391 · pith_short_12: BAL3LK6OXOHW · pith_short_16: BAL3LK6OXOHW6WFX · pith_short_8: BAL3LK6O

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/BAL3LK6OXOHW6WFXSUFTZQFDF5 \
  | 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: 0817b5abcebb8f6f58b7950b3cc0a32f5c6b33e30d0a6018e0b3615f46fabee9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a40956668c5203ecb9cddfdd318dfa981a35c4d803e227d3049c0c8fbdeacaae",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-07-06T13:47:55Z",
    "title_canon_sha256": "03d21c5400c0ef86fb9e2f1a7fcb28815e29800c17e8b842686d467c4371c78b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.04391",
    "kind": "arxiv",
    "version": 1
  }
}