Pith Number

pith:GO5SA7T6

pith:2025:GO5SA7T6WYFSIBBE4W7SMVI5YQ

not attested not anchored not stored refs pending

Calibrating LLMs with Information-Theoretic Evidential Deep Learning

Bernd Bischl, David R\"ugamer, Mina Rezaei, Yawei Li

arxiv:2502.06351 v2 · 2025-02-10 · 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{GO5SA7T6WYFSIBBE4W7SMVI5YQ}

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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

4 papers in Pith

What Intermediate Layers Know: Detecting Jailbreaks from Entropy Dynamics

Bayesian Sparse Low-Rank Adaptation for Large Language Model Uncertainty Estimation

Rethinking Vacuity for OOD Detection in Evidential Deep Learning

Evidential Transformation Network: Turning Pretrained Models into Evidential Models for Post-hoc Uncertainty Estimation

Receipt and verification

First computed	2026-07-05T10:12:27.736072Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

33bb207e7eb60b240424e5bf26551dc43af0bf550486b8b1e6a35e99760cc995

Aliases

arxiv: 2502.06351 · arxiv_version: 2502.06351v2 · doi: 10.48550/arxiv.2502.06351 · pith_short_12: GO5SA7T6WYFS · pith_short_16: GO5SA7T6WYFSIBBE · pith_short_8: GO5SA7T6

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/GO5SA7T6WYFSIBBE4W7SMVI5YQ \
  | 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: 33bb207e7eb60b240424e5bf26551dc43af0bf550486b8b1e6a35e99760cc995

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5173e326e55b384ef26aaaf737cf32e5f24a72fe8e2e5729f90983b99efc2c93",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-10T11:00:24Z",
    "title_canon_sha256": "6d88e48d929034db17d04eef39ee341e5000930f0b3fea7e74ad4837c7355288"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.06351",
    "kind": "arxiv",
    "version": 2
  }
}