Pith Number

pith:HCF4GHYC

pith:2024:HCF4GHYCK7IGU3PTS42ZTEVQY3

not attested not anchored not stored refs pending

CalibraEval: Calibrating Prediction Distribution to Mitigate Selection Bias in LLMs-as-Judges

Haitao Li, Junjie Chen, Qian Dong, Qingyao Ai, Yiqun Liu, Yujia Zhou, Zhumin Chu

arxiv:2410.15393 v1 · 2024-10-20 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HCF4GHYCK7IGU3PTS42ZTEVQY3}

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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.

Cited by

3 papers in Pith

ScopeJudge: Cost-Aware Pre-Execution Gating for Offensive Security Agents

Collective Alignment in LLM Multi-Agent Systems: Disentangling Bias from Cooperation via Statistical Physics

LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation Methods

Receipt and verification

First computed	2026-07-05T09:23:18.856070Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

388bc31f0257d06a6df397359992b0c6cbcf6bd2658e5c11589aa9fdedf40ab2

Aliases

arxiv: 2410.15393 · arxiv_version: 2410.15393v1 · doi: 10.48550/arxiv.2410.15393 · pith_short_12: HCF4GHYCK7IG · pith_short_16: HCF4GHYCK7IGU3PT · pith_short_8: HCF4GHYC

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/HCF4GHYCK7IGU3PTS42ZTEVQY3 \
  | 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: 388bc31f0257d06a6df397359992b0c6cbcf6bd2658e5c11589aa9fdedf40ab2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "87afc614f8fd1ccef7cd3b4705f1a763a5c683a79f7f0d7bff8e75d1e29d3620",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-20T13:47:39Z",
    "title_canon_sha256": "a34512b51c76c6947a08a160ba8a517e1cb658442ffe91b9775199d191cdd08a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.15393",
    "kind": "arxiv",
    "version": 1
  }
}