Pith Number

pith:2LT26V3Z

pith:2025:2LT26V3ZBHGMYREUJDJQGKCKQS

not attested not anchored not stored refs pending

Efficient Uncertainty in LLMs through Evidential Knowledge Distillation

Lakshmana Sri Harsha Nemani, P.K. Srijith, Tomasz Ku\'smierczyk

arxiv:2507.18366 v1 · 2025-07-24 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2LT26V3ZBHGMYREUJDJQGKCKQS}

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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

1 paper in Pith

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

Receipt and verification

First computed	2026-07-05T11:42:46.811035Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d2e7af577909cccc449448d303284a84bb95cf5a15dc65277b1a2828a42a52d3

Aliases

arxiv: 2507.18366 · arxiv_version: 2507.18366v1 · doi: 10.48550/arxiv.2507.18366 · pith_short_12: 2LT26V3ZBHGM · pith_short_16: 2LT26V3ZBHGMYREU · pith_short_8: 2LT26V3Z

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/2LT26V3ZBHGMYREUJDJQGKCKQS \
  | 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: d2e7af577909cccc449448d303284a84bb95cf5a15dc65277b1a2828a42a52d3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "209016f0368648da62d25b1a83b8853200b4c49742519d7f2c4a682327e4bfc8",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-24T12:46:40Z",
    "title_canon_sha256": "68f4ae30d9a0de96a511811aebc54cbef967e03fae1194df8a799fedb68f28d1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.18366",
    "kind": "arxiv",
    "version": 1
  }
}