Pith Number

pith:4EMWEVCS

pith:2024:4EMWEVCSSDQABUBMZ6EX6E6OEP

not attested not anchored not stored refs pending

Confidence Under the Hood: An Investigation into the Confidence-Probability Alignment in Large Language Models

Abhishek Kumar, Ali Emami, Jad Kabbara, Robert Morabito, Sanzhar Umbet

arxiv:2405.16282 v5 · 2024-05-25 · cs.CL · cs.AI · 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{4EMWEVCSSDQABUBMZ6EX6E6OEP}

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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

From Calibration to Collaboration: LLM Uncertainty Quantification Should Be More Human-Centered

Receipt and verification

First computed	2026-07-05T08:32:12.919724Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e11962545290e000d02ccf897f13ce23f57a1aaa0dc1e2cb952398845f780d5f

Aliases

arxiv: 2405.16282 · arxiv_version: 2405.16282v5 · doi: 10.48550/arxiv.2405.16282 · pith_short_12: 4EMWEVCSSDQA · pith_short_16: 4EMWEVCSSDQABUBM · pith_short_8: 4EMWEVCS

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/4EMWEVCSSDQABUBMZ6EX6E6OEP \
  | 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: e11962545290e000d02ccf897f13ce23f57a1aaa0dc1e2cb952398845f780d5f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5a2b857394929a0aa49ddc40af71e617aa11b7b133aa9441253f35b506537338",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-05-25T15:42:04Z",
    "title_canon_sha256": "fa2f6b752e0b2d49d6097237f0d6a6c50b93d21919a6933015f43b53b5dcf1ec"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.16282",
    "kind": "arxiv",
    "version": 5
  }
}