Pith Number

pith:RT4RGK54

pith:2022:RT4RGK54JKRLM3MHR4ECR4XBQG

not attested not anchored not stored refs pending

Re-Examining Calibration: The Case of Question Answering

Chenglei Si, Chen Zhao, Jordan Boyd-Graber, Sewon Min

arxiv:2205.12507 v2 · 2022-05-25 · 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{RT4RGK54JKRLM3MHR4ECR4XBQG}

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

2 papers in Pith

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

Fin-Bias: Comprehensive Evaluation for LLM Decision-Making under human bias in Finance Domain

Receipt and verification

First computed	2026-07-05T05:09:18.577520Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8cf9132bbc4aa2b66d878f0828f2e181af8251bf225b95fae39411cd6d7c8364

Aliases

arxiv: 2205.12507 · arxiv_version: 2205.12507v2 · doi: 10.48550/arxiv.2205.12507 · pith_short_12: RT4RGK54JKRL · pith_short_16: RT4RGK54JKRLM3MH · pith_short_8: RT4RGK54

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/RT4RGK54JKRLM3MHR4ECR4XBQG \
  | 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: 8cf9132bbc4aa2b66d878f0828f2e181af8251bf225b95fae39411cd6d7c8364

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1d0985e04773c4c26d47598e50aff894d3f2af337a3d3963501fb49760a2a2d4",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-05-25T05:49:56Z",
    "title_canon_sha256": "44e42cc6dc89e5b3101457fd9d88cc631c6e3e14e49a3b7c58a0944a43cff459"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2205.12507",
    "kind": "arxiv",
    "version": 2
  }
}