Pith Number

pith:2ZKADCHW

pith:2025:2ZKADCHWTIL4LPCSIDJPVADNVK

not attested not anchored not stored refs pending

Does Context Matter? ContextualJudgeBench for Evaluating LLM-based Judges in Contextual Settings

Austin Xu, Semih Yavuz, Shafiq Joty, Srijan Bansal, Yifei Ming

arxiv:2503.15620 v1 · 2025-03-19 · cs.CL · cs.AI · 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{2ZKADCHWTIL4LPCSIDJPVADNVK}

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.

Cited by

1 paper in Pith

On the Shelf Life of Fine-Tuned LLM-Judges: Future-Proofing, Backward-Compatibility, and Question Generalization

Receipt and verification

First computed	2026-07-05T10:35:54.402917Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d6540188f69a17c5bc5240d2fa806daab85878d040b1142b557a1b3f01566a84

Aliases

arxiv: 2503.15620 · arxiv_version: 2503.15620v1 · doi: 10.48550/arxiv.2503.15620 · pith_short_12: 2ZKADCHWTIL4 · pith_short_16: 2ZKADCHWTIL4LPCS · pith_short_8: 2ZKADCHW

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/2ZKADCHWTIL4LPCSIDJPVADNVK \
  | 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: d6540188f69a17c5bc5240d2fa806daab85878d040b1142b557a1b3f01566a84

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6ae9a601b1207168d40b55d321a4b23234424f8cede7b75bcd6124f266646582",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-03-19T18:09:19Z",
    "title_canon_sha256": "3192d11f1aaa33fd16d83c9cda24f4592778b79b4c6f495618e0e88e3ca4f4a2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.15620",
    "kind": "arxiv",
    "version": 1
  }
}