Pith Number

pith:ZSYNGQLO

pith:2026:ZSYNGQLOGVFK43RVQRV7T3PZ33

not attested not anchored not stored refs pending

Same Question, Different Answers: Evaluating LLM Reliability Beyond Accuracy

Armin Gerami, Kazem Faghih, Mobina Pournemat, Shoumik Saha, Soheil Feizi, Yize Cheng

arxiv:2607.22554 v1 · 2026-05-18 · cs.AI · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZSYNGQLOGVFK43RVQRV7T3PZ33}

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	2026-07-28T00:21:41.906360Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ccb0d3416e354aae6e35846bf9edf9dedfb5bd0610d8d387b7921653751b8a95

Aliases

arxiv: 2607.22554 · arxiv_version: 2607.22554v1 · doi: 10.48550/arxiv.2607.22554 · pith_short_12: ZSYNGQLOGVFK · pith_short_16: ZSYNGQLOGVFK43RV · pith_short_8: ZSYNGQLO

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/ZSYNGQLOGVFK43RVQRV7T3PZ33 \
  | 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: ccb0d3416e354aae6e35846bf9edf9dedfb5bd0610d8d387b7921653751b8a95

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "72748cf9fb58f1ea00f73545869b39c5c32b2096c8cc508d4b09e5edfd64cec2",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-05-18T16:45:13Z",
    "title_canon_sha256": "9345c5646aab6b74efc292c6ddb65449ff2462c45c49fc73be7d71ddbce3b270"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.22554",
    "kind": "arxiv",
    "version": 1
  }
}