Pith Number

pith:QIS5JY5O

pith:2025:QIS5JY5OGIDFQWVD2RFHOINFDP

not attested not anchored not stored refs pending

Position: Uncertainty Quantification Needs Reassessment for Large-language Model Agents

Enkelejda Kasneci, Gjergji Kasneci, Michael Kirchhof

arxiv:2505.22655 v1 · 2025-05-28 · 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{QIS5JY5OGIDFQWVD2RFHOINFDP}

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

6 papers in Pith

Can we trust our models? Epistemic calibration in second-order classification

Proper Scoring Rules for Agentic Uncertainty Quantification

Agentic Abstention: Do Agents Know When to Stop Instead of Act?

Helicase: Uncertainty-Guided Supply Chain Knowledge Graph Construction with Autonomous Multi-Agent LLMs

Uncertainty Quantification on Graph Learning: A Survey

Receipt and verification

First computed	2026-07-05T11:11:28.493159Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8225d4e3ae3206585aa3d44a7721a51bd17602ecf2d91d6c45ef1dd5a2113680

Aliases

arxiv: 2505.22655 · arxiv_version: 2505.22655v1 · doi: 10.48550/arxiv.2505.22655 · pith_short_12: QIS5JY5OGIDF · pith_short_16: QIS5JY5OGIDFQWVD · pith_short_8: QIS5JY5O

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/QIS5JY5OGIDFQWVD2RFHOINFDP \
  | 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: 8225d4e3ae3206585aa3d44a7721a51bd17602ecf2d91d6c45ef1dd5a2113680

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2aa7d78b21d0be057d518c6389b092dea38e17ef311b7af1f4bdb34c407b6dce",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-28T17:59:08Z",
    "title_canon_sha256": "d0d309fa10fc88f0a914e2ad895f6ca303e5ceab7639441e1a06bd9cd6873231"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.22655",
    "kind": "arxiv",
    "version": 1
  }
}