Pith Number

pith:HQKZBTWW

pith:2025:HQKZBTWWG4HABOQTXFUTJ7XYFV

not attested not anchored not stored refs pending

SteerConf: Steering LLMs for Confidence Elicitation

Jieming Shi, Qing Li, Tianyuan Jin, Ziang Zhou

arxiv:2503.02863 v2 · 2025-03-04 · cs.CL · 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{HQKZBTWWG4HABOQTXFUTJ7XYFV}

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

7 papers in Pith

Just how sure are you? Improving Verbalized Uncertainty Calibration in Medical VQA

A Systematic Evaluation of Black-Box Uncertainty Estimation Methods for Large Language Models

CaliDist: Calibrating Large Language Models via Behavioral Robustness to Distraction

CoMet: Context and Multiplicity Decomposition for Multimodal Uncertainty Estimation

Look-Closer-Then-Diagnose: Confidence-Aware Ultrasound VQA via Active Zooming

Receipt and verification

First computed	2026-07-05T11:08:40.563062Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3c1590ced6370e00ba13b96934fef82d41675b835d371de9cc2203d32b6fe15b

Aliases

arxiv: 2503.02863 · arxiv_version: 2503.02863v2 · doi: 10.48550/arxiv.2503.02863 · pith_short_12: HQKZBTWWG4HA · pith_short_16: HQKZBTWWG4HABOQT · pith_short_8: HQKZBTWW

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/HQKZBTWWG4HABOQTXFUTJ7XYFV \
  | 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: 3c1590ced6370e00ba13b96934fef82d41675b835d371de9cc2203d32b6fe15b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "55c9a9db3fe8ad7057eb44a179c93841e94d431a621c5cd374c4cc15aff3c973",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-03-04T18:40:49Z",
    "title_canon_sha256": "0dcaa146a9bb6119db676cb976dfeacabbd2cb40788067b6f09db89d303657e4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.02863",
    "kind": "arxiv",
    "version": 2
  }
}