Pith Number

pith:NQ5LEATA

pith:2022:NQ5LEATAPBKWSUP6ZAAHSRH7QO

not attested not anchored not stored refs pending

A weakly supervised framework for high-resolution crop yield forecasts

Allard de Wit, Diego Marcos, Dilli R. Paudel, Hendrik Boogaard, Ioannis N. Athanasiadis

arxiv:2205.09016 v1 · 2022-05-18 · 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{NQ5LEATAPBKWSUP6ZAAHSRH7QO}

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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

From Rows to Yields: How Foundation Models for Tabular Data Simplify Crop Yield Prediction

Receipt and verification

First computed	2026-07-05T04:24:31.864650Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6c3ab2026078556951fec8007944ff83953701be93b88ee1a68e566affb1beaa

Aliases

arxiv: 2205.09016 · arxiv_version: 2205.09016v1 · doi: 10.48550/arxiv.2205.09016 · pith_short_12: NQ5LEATAPBKW · pith_short_16: NQ5LEATAPBKWSUP6 · pith_short_8: NQ5LEATA

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/NQ5LEATAPBKWSUP6ZAAHSRH7QO \
  | 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: 6c3ab2026078556951fec8007944ff83953701be93b88ee1a68e566affb1beaa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "46f92b879c9ab3942939bc28ec34bbc0117b6834ae47e8dc4fd0ee5de0c844bd",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-05-18T15:52:35Z",
    "title_canon_sha256": "3c89c1843f8b1709ae898a99568e41db64763fcd4b45d146d7b68aa59f9846ba"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2205.09016",
    "kind": "arxiv",
    "version": 1
  }
}