Pith Number

pith:UEWRZPUR

pith:2022:UEWRZPURKIAII6F4DEF3ULJK4P

not attested not anchored not stored refs pending

Environmental Sensor Placement with Convolutional Gaussian Neural Processes

Alejandro Coca-Castro, Anna-Louise Ellis, Anna Vaughan, Dani Jones, James Requeima, J. Scott Hosking, Matthew A. Lazzara, Richard E. Turner, Stratis Markou, Tom R. Andersson, Wessel P. Bruinsma

arxiv:2211.10381 v5 · 2022-11-18 · stat.ML · 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{UEWRZPURKIAII6F4DEF3ULJK4P}

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	2026-07-05T06:09:46.458064Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a12d1cbe9152008478bc190bba2d2ae3f5c1e34ef29f0b7f040f5ce4badf10ed

Aliases

arxiv: 2211.10381 · arxiv_version: 2211.10381v5 · doi: 10.48550/arxiv.2211.10381 · pith_short_12: UEWRZPURKIAI · pith_short_16: UEWRZPURKIAII6F4 · pith_short_8: UEWRZPUR

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/UEWRZPURKIAII6F4DEF3ULJK4P \
  | 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: a12d1cbe9152008478bc190bba2d2ae3f5c1e34ef29f0b7f040f5ce4badf10ed

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "94768b86c9da6ea232fd0d6c9c0955076222151d57dca260a4c53ab426f32931",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2022-11-18T17:25:14Z",
    "title_canon_sha256": "2d2ef4b1bd915d7676ae1ff1ff270555ceff7ea1788c2f041f25ff709a68cb35"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.10381",
    "kind": "arxiv",
    "version": 5
  }
}