Pith Number

pith:KT4S7DGD

pith:2024:KT4S7DGDIWC2SZAMOUKPVKIXLS

not attested not anchored not stored refs pending

Few-Shot Recalibration of Language Models

Kelvin Guu, Urvashi Khandelwal, Xiang Lisa Li

arxiv:2403.18286 v1 · 2024-03-27 · 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{KT4S7DGDIWC2SZAMOUKPVKIXLS}

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

Calibrated Confidence Estimation for Tabular Question Answering

Calibrating Model-Based Evaluation Metrics for Summarization

Receipt and verification

First computed	2026-07-05T08:01:07.400264Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

54f92f8cc34585a9640c7514faa9175cb88b211f75e876edaab714554a0edd61

Aliases

arxiv: 2403.18286 · arxiv_version: 2403.18286v1 · doi: 10.48550/arxiv.2403.18286 · pith_short_12: KT4S7DGDIWC2 · pith_short_16: KT4S7DGDIWC2SZAM · pith_short_8: KT4S7DGD

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/KT4S7DGDIWC2SZAMOUKPVKIXLS \
  | 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: 54f92f8cc34585a9640c7514faa9175cb88b211f75e876edaab714554a0edd61

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "171fc231ce8dea45525a6cde79fa7a5a33c53c959a3e3292c19a9004bcf0c292",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-03-27T06:25:40Z",
    "title_canon_sha256": "c2d19d5c876a9698656657710387ba4fd492622a80010905f9d5dc1ac5730256"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.18286",
    "kind": "arxiv",
    "version": 1
  }
}