Pith Number

pith:CL5YSKLW

pith:2022:CL5YSKLWA7Q6OGYKCKA7UDPO64

not attested not anchored not stored refs pending

A General Purpose Neural Architecture for Geospatial Systems

Alexandre Lacoste, Bernhard Sch\"olkopf, Chris Pal, Francesco Locatello, Frederik Tr\"auble, Li Erran Li, Martin Weiss, Nasim Rahaman, Yoshua Bengio

arxiv:2211.02348 v1 · 2022-11-04 · cs.LG · cs.AI · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CL5YSKLWA7Q6OGYKCKA7UDPO64}

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	2026-07-05T05:13:14.484982Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

12fb89297607e1e71b0a1281fa0deef70d787fa08f2ebd0b8b606475856a2091

Aliases

arxiv: 2211.02348 · arxiv_version: 2211.02348v1 · doi: 10.48550/arxiv.2211.02348 · pith_short_12: CL5YSKLWA7Q6 · pith_short_16: CL5YSKLWA7Q6OGYK · pith_short_8: CL5YSKLW

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/CL5YSKLWA7Q6OGYKCKA7UDPO64 \
  | 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: 12fb89297607e1e71b0a1281fa0deef70d787fa08f2ebd0b8b606475856a2091

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3a6a535850dd14fa8dfcedd1d17746d4117f9d0f95ebdbc65655e4b334ee7f62",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-11-04T09:58:57Z",
    "title_canon_sha256": "8035cdf0dd656f53f0d1172f961f42c2244b803d49963f4fedcdbd7122836d40"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.02348",
    "kind": "arxiv",
    "version": 1
  }
}