Pith Number

pith:TYIDEY22

pith:2026:TYIDEY22PUNQR7JNV2HIFOIU77

not attested not anchored not stored refs pending

The Confident Liar: Diagnosing Multi-Agent Debate with Log-Probabilities and LLM-as-Judge

Ali Keramati, Jacob Horne, Justin Cheok, Mark Warschauer

arxiv:2606.10296 v1 · 2026-06-09 · cs.CL · 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{TYIDEY22PUNQR7JNV2HIFOIU77}

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	2026-06-10T01:10:10.241582Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9e1032635a7d1b08fd2dae8e82b914ffe2c17eceebc1af113705c9df467ebed1

Aliases

arxiv: 2606.10296 · arxiv_version: 2606.10296v1 · doi: 10.48550/arxiv.2606.10296 · pith_short_12: TYIDEY22PUNQ · pith_short_16: TYIDEY22PUNQR7JN · pith_short_8: TYIDEY22

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/TYIDEY22PUNQR7JNV2HIFOIU77 \
  | 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: 9e1032635a7d1b08fd2dae8e82b914ffe2c17eceebc1af113705c9df467ebed1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8afd24a189b4ae52990b9627a9d930f231fac759a2084f2f3404a872f7eecd66",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-06-09T01:33:15Z",
    "title_canon_sha256": "ac381e24b08785357fc53a217fff622be0be19fc02e8a3dccf2a73e1fdb224b1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.10296",
    "kind": "arxiv",
    "version": 1
  }
}