Pith Number

pith:TQDP4GQC

pith:2025:TQDP4GQCTA3WZYZFZT7KO77AAW

not attested not anchored not stored refs pending

Conformal Prediction Regions are Imprecise Highest Density Regions

Eyke H\"ullermeier, Michele Caprio, Yusuf Sale

arxiv:2502.06331 v2 · 2025-02-10 · stat.ML · cs.LG · math.PR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TQDP4GQCTA3WZYZFZT7KO77AAW}

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

1 paper in Pith

Possibilistic inferential models: a review

Receipt and verification

First computed	2026-07-05T10:50:47.117968Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9c06fe1a0298376ce325ccfea77fe00592081de8e09c9ca6f105a6f6a3784968

Aliases

arxiv: 2502.06331 · arxiv_version: 2502.06331v2 · doi: 10.48550/arxiv.2502.06331 · pith_short_12: TQDP4GQCTA3W · pith_short_16: TQDP4GQCTA3WZYZF · pith_short_8: TQDP4GQC

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/TQDP4GQCTA3WZYZFZT7KO77AAW \
  | 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: 9c06fe1a0298376ce325ccfea77fe00592081de8e09c9ca6f105a6f6a3784968

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f3b654420ae46417baa82137e7d2a67f8f06c4e87716433e978b94a9d40455a5",
    "cross_cats_sorted": [
      "cs.LG",
      "math.PR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2025-02-10T10:31:13Z",
    "title_canon_sha256": "b62b92a0d64d981a52869ae64080ea94810f05877444a23715266329dccc8a30"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.06331",
    "kind": "arxiv",
    "version": 2
  }
}