Pith Number

pith:JCVNS5GW

pith:2021:JCVNS5GWLC5HFHKC3KRZZFOR75

not attested not anchored not stored refs pending

DeepAg: Deep Learning Approach for Measuring the Effects of Outlier Events on Agricultural Production and Policy

Feras A. Batarseh, Gopinath Munisamy, Md Nazmul Kabir Sikder, Nitish Gorentala, Pei Wang, Sai Gurrapu

arxiv:2110.12062 v2 · 2021-10-22 · 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{JCVNS5GWLC5HFHKC3KRZZFOR75}

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	2026-07-05T03:29:30.112381Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

48aad974d658ba729d42daa39c95d1ff73a0437973e540876d684495552bb52f

Aliases

arxiv: 2110.12062 · arxiv_version: 2110.12062v2 · doi: 10.48550/arxiv.2110.12062 · pith_short_12: JCVNS5GWLC5H · pith_short_16: JCVNS5GWLC5HFHKC · pith_short_8: JCVNS5GW

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/JCVNS5GWLC5HFHKC3KRZZFOR75 \
  | 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: 48aad974d658ba729d42daa39c95d1ff73a0437973e540876d684495552bb52f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e881b33eb55a1f0b35a4b6552b3efaed5574551243de06ee36e18cb455c8eb52",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-10-22T20:55:33Z",
    "title_canon_sha256": "042bc57c1bc47a2e7ee74adc358b54bb4ab1186ea6b29f87133fa2fd5c95a6bc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.12062",
    "kind": "arxiv",
    "version": 2
  }
}