Pith Number

pith:FCGTF5FW

pith:2024:FCGTF5FWD2VLLW75U2Q22PW5KC

not attested not anchored not stored refs pending

Is Epistemic Uncertainty Faithfully Represented by Evidential Deep Learning Methods?

Eyke H\"ullermeier, Mira J\"urgens, Nis Meinert, Viktor Bengs, Willem Waegeman

arxiv:2402.09056 v3 · 2024-02-14 · 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{FCGTF5FWD2VLLW75U2Q22PW5KC}

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

2 papers in Pith

Do Not Imitate, Reinforce: Iterative Classification via Belief Refinement

Ensemble-Based Dirichlet Modeling for Predictive Uncertainty and Selective Classification

Receipt and verification

First computed	2026-07-05T09:04:56.498052Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

288d32f4b61eaab5dbfda6a1ad3edd50882f830944e41fe5b4205f2ee6685948

Aliases

arxiv: 2402.09056 · arxiv_version: 2402.09056v3 · doi: 10.48550/arxiv.2402.09056 · pith_short_12: FCGTF5FWD2VL · pith_short_16: FCGTF5FWD2VLLW75 · pith_short_8: FCGTF5FW

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/FCGTF5FWD2VLLW75U2Q22PW5KC \
  | 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: 288d32f4b61eaab5dbfda6a1ad3edd50882f830944e41fe5b4205f2ee6685948

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7d088b3e27170afa507d8fe5cfe227c6ea9c3926f0c5972f0ab648fe65496004",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-02-14T10:07:05Z",
    "title_canon_sha256": "f52af467c20ed38064de3eafbd3947d609e28f40eca7eac00ec4ed60e3e6a739"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.09056",
    "kind": "arxiv",
    "version": 3
  }
}