Pith Number

pith:33GVP4AC

pith:2023:33GVP4ACWZFLG23NHW4XWOHGA3

not attested not anchored not stored refs pending

Examining LLMs' Uncertainty Expression Towards Questions Outside Parametric Knowledge

Genglin Liu, Hao Peng, Lifan Yuan, Xingyao Wang, Yangyi Chen

arxiv:2311.09731 v2 · 2023-11-16 · cs.CL · cs.AI · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{33GVP4ACWZFLG23NHW4XWOHGA3}

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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

Confidence Calibration for Multimodal LLMs: An Empirical Study through Medical VQA

ASPI: Seeking Ambiguity Clarification Amplifies Prompt Injection Vulnerability in LLM Agents

SciPredict: Can LLMs Predict the Outcomes of Scientific Experiments in Natural Sciences?

Learning from AVA: Early Lessons from a Curated and Trustworthy Generative AI for Policy and Development Research

Receipt and verification

First computed	2026-07-05T07:45:50.599341Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

decd57f002b64ab36b6d3db97b38e606d02f8a2f262a768be870796b1f45da90

Aliases

arxiv: 2311.09731 · arxiv_version: 2311.09731v2 · doi: 10.48550/arxiv.2311.09731 · pith_short_12: 33GVP4ACWZFL · pith_short_16: 33GVP4ACWZFLG23N · pith_short_8: 33GVP4AC

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/33GVP4ACWZFLG23NHW4XWOHGA3 \
  | 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: decd57f002b64ab36b6d3db97b38e606d02f8a2f262a768be870796b1f45da90

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8d9ef5124bf3413c6bf77fa941357787cc106c31a335c7972358e3f47ee90a2e",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-11-16T10:02:40Z",
    "title_canon_sha256": "8069de9f543e66a5d000a3fc8a8ade1dd3dea5c88372c43846cc207414c8cdc1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.09731",
    "kind": "arxiv",
    "version": 2
  }
}