Pith Number

pith:BYMASWWZ

pith:2025:BYMASWWZIUPWUDQK2TE2FQSPTN

not attested not anchored not stored refs pending

Calibrating MLLM-as-a-judge via Multimodal Bayesian Prompt Ensembles

Eric Slyman, Kushal Kafle, Mehrab Tanjim, Stefan Lee

arxiv:2509.08777 v1 · 2025-09-10 · cs.CV · 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{BYMASWWZIUPWUDQK2TE2FQSPTN}

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	2026-07-05T12:08:36.073536Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0e18095ad9451f6a0e0ad4c9a2c24f9b4e103007d18eb5c72ae774a2fc35ac36

Aliases

arxiv: 2509.08777 · arxiv_version: 2509.08777v1 · doi: 10.48550/arxiv.2509.08777 · pith_short_12: BYMASWWZIUPW · pith_short_16: BYMASWWZIUPWUDQK · pith_short_8: BYMASWWZ

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/BYMASWWZIUPWUDQK2TE2FQSPTN \
  | 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: 0e18095ad9451f6a0e0ad4c9a2c24f9b4e103007d18eb5c72ae774a2fc35ac36

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5f6b8be4025a3c02ce46ba00f75dcd7384dacb455668ca3d9937007f59b40f3c",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-09-10T17:06:47Z",
    "title_canon_sha256": "c1566d40e98e0caa35d2d167362d656b398087c5fa6eaf5beea1544ca4890e7c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.08777",
    "kind": "arxiv",
    "version": 1
  }
}