Pith Number

pith:7FYDCXWR

pith:2026:7FYDCXWRBXKB3MSY7GIA7BGMXW

not attested not anchored not stored refs pending

Confidence Calibration in Large Language Models

Daniel BenShushan, Don A. Moore, Jacob Bien, Noam Michael

arxiv:2605.23909 v1 · 2026-04-03 · 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{7FYDCXWRBXKB3MSY7GIA7BGMXW}

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.

Receipt and verification

First computed	2026-05-26T00:02:21.298940Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f970315ed10dd41db258f9900f84ccbd9e290e890486f42fa5823c0dd9a88ed1

Aliases

arxiv: 2605.23909 · arxiv_version: 2605.23909v1 · doi: 10.48550/arxiv.2605.23909 · pith_short_12: 7FYDCXWRBXKB · pith_short_16: 7FYDCXWRBXKB3MSY · pith_short_8: 7FYDCXWR

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/7FYDCXWRBXKB3MSY7GIA7BGMXW \
  | 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: f970315ed10dd41db258f9900f84ccbd9e290e890486f42fa5823c0dd9a88ed1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "191f9eef31d5a54fa43249b501963466ef25a5d8815676fced27ff652aecf541",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-04-03T19:43:24Z",
    "title_canon_sha256": "11a8a196c175bebad7f29e09565cb09381c9362413b2dfc7edcb60311fe72d3c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.23909",
    "kind": "arxiv",
    "version": 1
  }
}