Pith Number

pith:3I242L3V

pith:2022:3I242L3VCV73ETA6UMQOBEDO6J

not attested not anchored not stored refs pending

Towards assessing agricultural land suitability with causal machine learning

Charalampos Kontoes, Georgios Giannarakis, Roxanne Suzette Lorilla, Vasileios Sitokonstantinou

arxiv:2204.12956 v1 · 2022-04-27 · cs.LG · cs.AI · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3I242L3VCV73ETA6UMQOBEDO6J}

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	2026-07-05T04:18:24.628180Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

da35cd2f75157fb24c1ea320e0906ef25589510654b6d93cf3624a24a0da5965

Aliases

arxiv: 2204.12956 · arxiv_version: 2204.12956v1 · doi: 10.48550/arxiv.2204.12956 · pith_short_12: 3I242L3VCV73 · pith_short_16: 3I242L3VCV73ETA6 · pith_short_8: 3I242L3V

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/3I242L3VCV73ETA6UMQOBEDO6J \
  | 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: da35cd2f75157fb24c1ea320e0906ef25589510654b6d93cf3624a24a0da5965

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ccd9972f360f8aaf2f8a128bc8f58b147953ca5226ff30d38cbe6d67a369754a",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-04-27T14:13:47Z",
    "title_canon_sha256": "dfe6022f01e84ac96f19e8b10b5148a183360e74659cea099dac689da9818c89"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2204.12956",
    "kind": "arxiv",
    "version": 1
  }
}