Pith Number

pith:IQZRABNH

pith:2025:IQZRABNHMOCYID7FYL5Q3GSOJT

not attested not anchored not stored refs pending

Adaptive Testing for LLM Evaluation: A Psychometric Alternative to Static Benchmarks

Nitesh V. Chawla, Peiyu Li, Ronald Metoyer, Si Chen, Ting Hua, Xiuxiu Tang, Ying Cheng

arxiv:2511.04689 v3 · 2025-10-26 · cs.CL · cs.AI

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\usepackage{pith}
\pithnumber{IQZRABNHMOCYID7FYL5Q3GSOJT}

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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

9 papers in Pith

DualEval: Joint Model-Item Calibration for Unified LLM Evaluation

Every Eval Ever: A Unifying Schema and Community Repository for AI Evaluation Results

The Masked Advantage: Uncovering Local-Language Access to Cultural Knowledge in LLMs

FailureScope: Cross-Regime Behavioral Diagnosis of Language Model Weaknesses

Capturing LLM Capabilities via Evidence-Calibrated Query Clustering

Receipt and verification

First computed	2026-07-15T00:21:13.643010Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

44331005a76385840fe5c2fb0d9a4e4cda605d7832e72ba19934d140f123041a

Aliases

arxiv: 2511.04689 · arxiv_version: 2511.04689v3 · doi: 10.48550/arxiv.2511.04689 · pith_short_12: IQZRABNHMOCY · pith_short_16: IQZRABNHMOCYID7F · pith_short_8: IQZRABNH

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/IQZRABNHMOCYID7FYL5Q3GSOJT \
  | 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: 44331005a76385840fe5c2fb0d9a4e4cda605d7832e72ba19934d140f123041a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "21fa915fddb4b83ca8d81fb0893a080040166d87ec626e90f35b4519b198793a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-10-26T03:54:12Z",
    "title_canon_sha256": "34ceadfb5663048b1607c9ae8d92d5b3079648338abca90558c37d22a5c62142"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2511.04689",
    "kind": "arxiv",
    "version": 3
  }
}