Pith Number

pith:ZVMLPDNZ

pith:2024:ZVMLPDNZPWO7KIG2ACUYJDWA3D

not attested not anchored not stored refs pending

When to Trust LLMs: Aligning Confidence with Response Quality

Bolin Ding, Fei Sun, Hanxing Ding, Huawei Shen, Jinyang Gao, Liuyi Yao, Qi Cao, Shuchang Tao, Yuexiang Xie

arxiv:2404.17287 v3 · 2024-04-26 · 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{ZVMLPDNZPWO7KIG2ACUYJDWA3D}

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

3 papers in Pith

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

Not All Uncertainty Is Equal: How Uncertainty Granularity Shapes Human Verification in LLM-Assisted Decision Making

Calibration-Aware Policy Optimization for Reasoning LLMs

Receipt and verification

First computed	2026-07-05T09:13:02.117662Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cd58b78db97d9df520da00a9848ec0d8e2a91fc4f53cde4423821ddccd732d02

Aliases

arxiv: 2404.17287 · arxiv_version: 2404.17287v3 · doi: 10.48550/arxiv.2404.17287 · pith_short_12: ZVMLPDNZPWO7 · pith_short_16: ZVMLPDNZPWO7KIG2 · pith_short_8: ZVMLPDNZ

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/ZVMLPDNZPWO7KIG2ACUYJDWA3D \
  | 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: cd58b78db97d9df520da00a9848ec0d8e2a91fc4f53cde4423821ddccd732d02

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "13dfc66d7911f1e582685f165d1246d30c94fb773caf81142b385090630502ef",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-04-26T09:42:46Z",
    "title_canon_sha256": "6e4df1c216d46a008800288021e38d359cef40687aeb5f9c35ed0a4af30aa2f4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.17287",
    "kind": "arxiv",
    "version": 3
  }
}