Pith Number

pith:UY6DKMK7

pith:2022:UY6DKMK7EL4YCANKYHX2RTERFJ

not attested not anchored not stored refs pending

Improving Expert Predictions with Conformal Prediction

Eleni Straitouri, Lequn Wang, Manuel Gomez Rodriguez, Nastaran Okati

arxiv:2201.12006 v5 · 2022-01-28 · cs.LG · cs.CY · cs.HC · stat.ML

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UY6DKMK7EL4YCANKYHX2RTERFJ}

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

Strategic Decision Support for AI Agents

Set-Valued Policy Learning

Receipt and verification

First computed	2026-07-05T06:26:15.329851Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a63c35315f22f98101aac1efa8cc912a4634a361bd56cb1cb7d9d261f8b6d432

Aliases

arxiv: 2201.12006 · arxiv_version: 2201.12006v5 · doi: 10.48550/arxiv.2201.12006 · pith_short_12: UY6DKMK7EL4Y · pith_short_16: UY6DKMK7EL4YCANK · pith_short_8: UY6DKMK7

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/UY6DKMK7EL4YCANKYHX2RTERFJ \
  | 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: a63c35315f22f98101aac1efa8cc912a4634a361bd56cb1cb7d9d261f8b6d432

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d1bcdf9ae5d4064ad3e5b4e6cd24654d63f3d3fac87f9c2eaebe48d4111eb060",
    "cross_cats_sorted": [
      "cs.CY",
      "cs.HC",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-01-28T09:35:37Z",
    "title_canon_sha256": "6d333dc499f9c099e9a34409b2ded77a6bddb5738cefc720a4bcffd8d5da34be"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2201.12006",
    "kind": "arxiv",
    "version": 5
  }
}