Pith Number

pith:WXJXQY55

pith:2025:WXJXQY55IFUXWSOLGJWI2ZXW7Q

not attested not anchored not stored refs pending

Improving Semantic Uncertainty Quantification in LVLMs with Semantic Gaussian Processes

Andrei Bursuc, Angela Yao, David Brellmann, Gianni Franchi, Gilles Louppe, Joseph Hoche, Pavel Izmailov

arxiv:2512.14177 v3 · 2025-12-16 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WXJXQY55IFUXWSOLGJWI2ZXW7Q}

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	2026-06-04T01:09:40.340024Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b5d37863bd41697b49cb326c8d66f6fc037bf476e5af3f1add75f8b154620fd6

Aliases

arxiv: 2512.14177 · arxiv_version: 2512.14177v3 · doi: 10.48550/arxiv.2512.14177 · pith_short_12: WXJXQY55IFUX · pith_short_16: WXJXQY55IFUXWSOL · pith_short_8: WXJXQY55

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/WXJXQY55IFUXWSOLGJWI2ZXW7Q \
  | 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: b5d37863bd41697b49cb326c8d66f6fc037bf476e5af3f1add75f8b154620fd6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0e89d59a26272325627b81eac00240207be0d532ae2cffcb6d164ff144bf5ccc",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-12-16T08:15:24Z",
    "title_canon_sha256": "a25a2176af41d204d326589114f1f8352e7e59e8710b9e8a01b366cbd29c306c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2512.14177",
    "kind": "arxiv",
    "version": 3
  }
}