Pith Number

pith:TVQUCVMZ

pith:2026:TVQUCVMZ3JUZ2KDLOK6ODT5BGC

not attested not anchored not stored refs pending

Do Deep Ensembles Actually Capture Uncertainty in Graph Neural Networks?

Pedro C. Vieira, Pedro Ribeiro, Viacheslav Borovitskiy

arxiv:2605.22593 v1 · 2026-05-21 · 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{TVQUCVMZ3JUZ2KDLOK6ODT5BGC}

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	2026-05-22T01:04:59.202903Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9d61415599da699d286b72bce1cfa1308ef021c4f8e5a6089d1f9feb9323f105

Aliases

arxiv: 2605.22593 · arxiv_version: 2605.22593v1 · doi: 10.48550/arxiv.2605.22593 · pith_short_12: TVQUCVMZ3JUZ · pith_short_16: TVQUCVMZ3JUZ2KDL · pith_short_8: TVQUCVMZ

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/TVQUCVMZ3JUZ2KDLOK6ODT5BGC \
  | 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: 9d61415599da699d286b72bce1cfa1308ef021c4f8e5a6089d1f9feb9323f105

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1c28686bdd4687fbd210c13c9d88bc8422933e06a986a1decd23d1a43cfac6c5",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-21T15:07:47Z",
    "title_canon_sha256": "d96c1ba285c43d835bc2c10990bf7a5994422f6d0e3e444f601737b32fa446c6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.22593",
    "kind": "arxiv",
    "version": 1
  }
}