Pith Number

pith:RW7E2CWB

pith:2024:RW7E2CWBHFO6ITO2G3ZLPSBKFM

not attested not anchored not stored refs pending

Calibrating Verbalized Probabilities for Large Language Models

Cheng Wang, Georges Balazs, Gyuri Szarvas, Patrick Ernst, Pavel Danchenko

arxiv:2410.06707 v1 · 2024-10-09 · cs.CL · cs.AI

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RW7E2CWBHFO6ITO2G3ZLPSBKFM}

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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

Speaking in Self-Assessing Tongues: On the Verbalized Confidence of LLMs in Machine Translation

Process Supervision of Confidence Margin for Calibrated LLM Reasoning

RePrompT: Recurrent Prompt Tuning for Integrating Structured EHR Encoders with Large Language Models

Receipt and verification

First computed	2026-07-05T09:18:05.861187Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8dbe4d0ac1395de44dda36f2b7c82a2b18bc25f9af7e78cd2391c277ca3a59d6

Aliases

arxiv: 2410.06707 · arxiv_version: 2410.06707v1 · doi: 10.48550/arxiv.2410.06707 · pith_short_12: RW7E2CWBHFO6 · pith_short_16: RW7E2CWBHFO6ITO2 · pith_short_8: RW7E2CWB

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/RW7E2CWBHFO6ITO2G3ZLPSBKFM \
  | 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: 8dbe4d0ac1395de44dda36f2b7c82a2b18bc25f9af7e78cd2391c277ca3a59d6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c1a2dee63d5bc3cc350d2333a01a6f52a0c50987d23b371d254b4f71033ea0da",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-09T09:20:24Z",
    "title_canon_sha256": "b671fcf2098a589012fbd31d9dcb2bb0ec439f6bde3eba55f157ba28f322c333"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.06707",
    "kind": "arxiv",
    "version": 1
  }
}