Pith Number

pith:JNGMXH25

pith:2025:JNGMXH25OWQGR6DEXYGLVD46PF

not attested not anchored not stored refs pending

General-Reasoner: Advancing LLM Reasoning Across All Domains

Dongfu Jiang, Ge Zhang, Qian Liu, Wenhu Chen, Xueguang Ma, Zejun Ma

arxiv:2505.14652 v5 · 2025-05-20 · cs.CL

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\usepackage{pith}
\pithnumber{JNGMXH25OWQGR6DEXYGLVD46PF}

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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

18 papers in Pith

Scaling with Confidence: Calibrating Confidence of LLMs for Adaptive Test Time Scaling

Invariant Gradient Alignment for Robust Reasoning Distillation

ResMerge: Residual-based Spectral Merging of Large Language Models

Trust Region On-Policy Distillation

Uncovering the Representation Geometry of Minimal Cores in Overcomplete Reasoning Traces

Receipt and verification

First computed	2026-07-05T11:18:22.012383Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4b4ccb9f5d75a068f864be0cba8f9e797fb452b31549c732e82d46f8522f6137

Aliases

arxiv: 2505.14652 · arxiv_version: 2505.14652v5 · doi: 10.48550/arxiv.2505.14652 · pith_short_12: JNGMXH25OWQG · pith_short_16: JNGMXH25OWQGR6DE · pith_short_8: JNGMXH25

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/JNGMXH25OWQGR6DEXYGLVD46PF \
  | 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: 4b4ccb9f5d75a068f864be0cba8f9e797fb452b31549c732e82d46f8522f6137

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0b053bccb5a53b72403e2e48bc2c4424068ea191e40ea05124955e9e5a797d21",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-20T17:41:33Z",
    "title_canon_sha256": "ade33b90ea7f42955d17b322962d6134c93347c6c32654bcb992d77cf0b9f8ca"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.14652",
    "kind": "arxiv",
    "version": 5
  }
}