Pith Number

pith:6GQUJ7AY

pith:2026:6GQUJ7AYHEEIDVQAVR5AQ64CA2

not attested not anchored not stored refs pending

Jury Duty: Calibration and Orientation Failures in MLLM-as-a-Judge Under Cultural Ambiguity

Andreas Vlachos, Daniel Lee, Eunkyu Park, Harsh Sharma, Jeonghwan Kim, Kah Mun Chia, Pranav Narayanan Venkit, Shafiq Joty

arxiv:2606.20676 v1 · 2026-06-12 · cs.CV · cs.AI · 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{6GQUJ7AYHEEIDVQAVR5AQ64CA2}

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	2026-06-23T00:11:53.389931Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f1a144fc18390881d600ac7a087b82069013db6adbc60c90b61012ab6676822f

Aliases

arxiv: 2606.20676 · arxiv_version: 2606.20676v1 · doi: 10.48550/arxiv.2606.20676 · pith_short_12: 6GQUJ7AYHEEI · pith_short_16: 6GQUJ7AYHEEIDVQA · pith_short_8: 6GQUJ7AY

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/6GQUJ7AYHEEIDVQAVR5AQ64CA2 \
  | 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: f1a144fc18390881d600ac7a087b82069013db6adbc60c90b61012ab6676822f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "56d2ab5eeef4f706d6711da61e7a5b44407866b73a5127224f19672a18f2cc6e",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-06-12T15:53:40Z",
    "title_canon_sha256": "f7e87ba14eb28abe6edb582d6bf3bbd038046d5ae4377b1e4f8835e54a30c33a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.20676",
    "kind": "arxiv",
    "version": 1
  }
}