Pith Number

pith:USGW3XWW

pith:2025:USGW3XWWVYOOI4K6WBWWM7Q37H

not attested not anchored not stored refs pending

Uncertainty-Aware Fusion: An Ensemble Framework for Mitigating Hallucinations in Large Language Models

Prasenjit Dey, Sivaramakrishnan Kaveri, Srujana Merugu

arxiv:2503.05757 v1 · 2025-02-22 · cs.LG · cs.AI · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{USGW3XWWVYOOI4K6WBWWM7Q37H}

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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

Complementing Self-Consistency with Cross-Model Disagreement for Uncertainty Quantification

Receipt and verification

First computed	2026-07-05T10:26:46.186239Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a48d6dded6ae1ce4715eb06d667e1bf9e9b5a57d058806574eeae55e7955ab22

Aliases

arxiv: 2503.05757 · arxiv_version: 2503.05757v1 · doi: 10.48550/arxiv.2503.05757 · pith_short_12: USGW3XWWVYOO · pith_short_16: USGW3XWWVYOOI4K6 · pith_short_8: USGW3XWW

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/USGW3XWWVYOOI4K6WBWWM7Q37H \
  | 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: a48d6dded6ae1ce4715eb06d667e1bf9e9b5a57d058806574eeae55e7955ab22

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b53bc2e3119f30b6fe71b56ffd2498102e6663eed9abc1afe3bda1616f351bef",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-22T10:48:18Z",
    "title_canon_sha256": "0bf4d7d4997fe22199e2c1987ef0f702569588fa1ee6c1df56666624bdbf4d6c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.05757",
    "kind": "arxiv",
    "version": 1
  }
}