Pith Number

pith:KUJC2LG3

pith:2025:KUJC2LG3ADNF7OYBSCPAEFKZRR

not attested not anchored not stored refs pending

A Hybrid Machine Learning Framework for Optimizing Crop Selection via Agronomic and Economic Forecasting

Niranjan Mallikarjun Sindhur, Nivya Muchikel, Pavithra C

arxiv:2507.08832 v1 · 2025-07-06 · 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{KUJC2LG3ADNF7OYBSCPAEFKZRR}

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	2026-07-05T11:35:58.904694Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

55122d2cdb00da5fbb01909e0215598c72ba0866aa6f79969dd4b49e93f59ebe

Aliases

arxiv: 2507.08832 · arxiv_version: 2507.08832v1 · doi: 10.48550/arxiv.2507.08832 · pith_short_12: KUJC2LG3ADNF · pith_short_16: KUJC2LG3ADNF7OYB · pith_short_8: KUJC2LG3

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/KUJC2LG3ADNF7OYBSCPAEFKZRR \
  | 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: 55122d2cdb00da5fbb01909e0215598c72ba0866aa6f79969dd4b49e93f59ebe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bb874e2768cf4da5b6516729e234aed482c918a3d16863b9d74b122483fe4191",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-06T06:18:41Z",
    "title_canon_sha256": "14b103b48c42891c0d22fd12ef3619c20018acab91f0cabb3029d72fe096d5d1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.08832",
    "kind": "arxiv",
    "version": 1
  }
}