Pith Number

pith:BPC7EWQN

pith:2026:BPC7EWQN2JILCLROMI53DVFY4W

not attested not anchored not stored refs pending

Understanding and Mitigating Premature Confidence for Better LLM Reasoning

Aditi Raghunathan, Andrej Risteski, Chen Wu, Christina Baek, Guanning Zeng, Jingchu Gai, J.Zico Kolter

arxiv:2605.24396 v1 · 2026-05-23 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BPC7EWQN2JILCLROMI53DVFY4W}

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

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.

Receipt and verification

First computed	2026-05-26T01:03:37.200403Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0bc5f25a0dd250b12e2e623bb1d4b8e5b19cc92aa5dd13d456a59074aa649877

Aliases

arxiv: 2605.24396 · arxiv_version: 2605.24396v1 · doi: 10.48550/arxiv.2605.24396 · pith_short_12: BPC7EWQN2JIL · pith_short_16: BPC7EWQN2JILCLRO · pith_short_8: BPC7EWQN

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/BPC7EWQN2JILCLROMI53DVFY4W \
  | 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: 0bc5f25a0dd250b12e2e623bb1d4b8e5b19cc92aa5dd13d456a59074aa649877

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b8434b23cf3ff3f3b1b7d1cce928662b07b7d2d3eef554d843cb0e26bb62ede0",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-05-23T04:42:45Z",
    "title_canon_sha256": "d1800aadd82e7fbf7aa81e47cd1cae03efd138538095da2a8f6efdd7339ee54f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.24396",
    "kind": "arxiv",
    "version": 1
  }
}