Pith Number

pith:UY4KUVVS

pith:2024:UY4KUVVSGDZB2ILZ3MRXX53LGJ

not attested not anchored not stored refs pending

GeoConformal prediction: a model-agnostic framework of measuring the uncertainty of spatial prediction

Liqiu Meng, Peng Luo, Xiayin Lou

arxiv:2412.08661 v3 · 2024-12-05 · stat.ML · cs.LG · physics.data-an · stat.AP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UY4KUVVSGDZB2ILZ3MRXX53LGJ}

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	2026-07-05T10:54:14.424137Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a638aa56b230f21d2179db237bf76b32665ae0c0a2730b88e2ca537dd01836d7

Aliases

arxiv: 2412.08661 · arxiv_version: 2412.08661v3 · doi: 10.48550/arxiv.2412.08661 · pith_short_12: UY4KUVVSGDZB · pith_short_16: UY4KUVVSGDZB2ILZ · pith_short_8: UY4KUVVS

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/UY4KUVVSGDZB2ILZ3MRXX53LGJ \
  | 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: a638aa56b230f21d2179db237bf76b32665ae0c0a2730b88e2ca537dd01836d7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e2fa137471dbe5ded93499d0fd7a77ac22c962eed3bcff23898688632d0edd65",
    "cross_cats_sorted": [
      "cs.LG",
      "physics.data-an",
      "stat.AP"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-12-05T18:40:06Z",
    "title_canon_sha256": "fcb1a72824955e73bf356b6cb59b16fdd75ab541a0a2a9eed42f16554a45876d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.08661",
    "kind": "arxiv",
    "version": 3
  }
}