Pith Number

pith:JTGXWGS3

pith:2026:JTGXWGS3N42ROGYLFJ6RU4BJEN

not attested not anchored not stored refs pending

When LLMs Agree, Are They Right? Auditing Self-Consistency and Cross-Model Agreement as Confidence Signals

Kaihua Ding

arxiv:2607.08065 v1 · 2026-07-09 · 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{JTGXWGS3N42ROGYLFJ6RU4BJEN}

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	2026-07-10T00:19:09.356175Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4ccd7b1a5b6f35171b0b2a7d1a7029237d12c08e8508eb2979e9bc0d5c3d0960

Aliases

arxiv: 2607.08065 · arxiv_version: 2607.08065v1 · doi: 10.48550/arxiv.2607.08065 · pith_short_12: JTGXWGS3N42R · pith_short_16: JTGXWGS3N42ROGYL · pith_short_8: JTGXWGS3

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/JTGXWGS3N42ROGYLFJ6RU4BJEN \
  | 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: 4ccd7b1a5b6f35171b0b2a7d1a7029237d12c08e8508eb2979e9bc0d5c3d0960

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cbbea24667a8099545dde38f56eb6510e46e89ea58c8f6479f58115b81fd0701",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-07-09T02:46:51Z",
    "title_canon_sha256": "97472542c9c0b281f311a374ecff721d463fa997ff1fd6add09446b224acca11"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.08065",
    "kind": "arxiv",
    "version": 1
  }
}