Pith Number

pith:5ZW7Q2YL

pith:2026:5ZW7Q2YLIUOUXDEBRLB45UWVTY

not attested not anchored not stored refs pending

Reproducing and Stress-Testing Two Approaches to LLM Reasoning Reliability: Test-Time Probability Aggregation and Logic-Representation Editing

Jimin Kweon, Minhan Cho

arxiv:2608.08514 v1 · 2026-08-09 · 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{5ZW7Q2YLIUOUXDEBRLB45UWVTY}

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	2026-08-11T01:22:50.973382Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ee6df86b0b451d4b8c818ac3ced2d59e06491eda3b6066c4d14a3b8d18d64b31

Aliases

arxiv: 2608.08514 · arxiv_version: 2608.08514v1 · doi: 10.48550/arxiv.2608.08514 · pith_short_12: 5ZW7Q2YLIUOU · pith_short_16: 5ZW7Q2YLIUOUXDEB · pith_short_8: 5ZW7Q2YL

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/5ZW7Q2YLIUOUXDEBRLB45UWVTY \
  | 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: ee6df86b0b451d4b8c818ac3ced2d59e06491eda3b6066c4d14a3b8d18d64b31

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ae0c75eb36b51395c7530ccfdd72f73adbfdc186fbc8e139a781eb55eee0791f",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-08-09T06:22:02Z",
    "title_canon_sha256": "2b92e9cd7a71eeca44dcb7c5e3e0a204927104b85deda0c665f7d451a383eeca"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.08514",
    "kind": "arxiv",
    "version": 1
  }
}