Pith Number

pith:6N5J3XZU

pith:2025:6N5J3XZUQYZR4VJX4R4LL7XHDX

not attested not anchored not stored refs pending

THOUGHTTERMINATOR: Benchmarking, Calibrating, and Mitigating Overthinking in Reasoning Models

Michael Saxon, Wenyue Hua, William Yang Wang, Xiao Pu

arxiv:2504.13367 v1 · 2025-04-17 · 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{6N5J3XZUQYZR4VJX4R4LL7XHDX}

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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

Dynamic Rollout Editing for Reducing Overthinking in RL-Trained Reasoning Models

Do LLMs Overthink Basic Math Reasoning? Benchmarking the Accuracy-Efficiency Tradeoff in Language Models

Receipt and verification

First computed	2026-07-05T10:50:53.722291Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f37a9ddf3486331e5537e478b5fee71ddac5d631c54ef4cd51934bc9bebafb30

Aliases

arxiv: 2504.13367 · arxiv_version: 2504.13367v1 · doi: 10.48550/arxiv.2504.13367 · pith_short_12: 6N5J3XZUQYZR · pith_short_16: 6N5J3XZUQYZR4VJX · pith_short_8: 6N5J3XZU

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/6N5J3XZUQYZR4VJX4R4LL7XHDX \
  | 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: f37a9ddf3486331e5537e478b5fee71ddac5d631c54ef4cd51934bc9bebafb30

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "078eea4e6461dff53ff0b884804390eb78c82a01c6ce1c5d885e163909ae044e",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-04-17T22:16:30Z",
    "title_canon_sha256": "81e820451877f4f9eb1b4302a800b548b72c62b8931d5612f261af358e5a1514"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.13367",
    "kind": "arxiv",
    "version": 1
  }
}