Pith Number

pith:SEEQSP7O

pith:2025:SEEQSP7ORQAMIFURWYA2BHGTD4

not attested not anchored not stored refs pending

Towards Fully Automated Decision-Making Systems for Greenhouse Control: Challenges and Opportunities

Taeyeong Choi, Xin Liu, Yongshuai Liu

arxiv:2503.21640 v1 · 2025-03-27 · cs.AI · 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{SEEQSP7ORQAMIFURWYA2BHGTD4}

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	2026-07-05T10:40:28.427686Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9109093fee8c00c41691b601a09cd31f021082d7846532c58cfd2f5ac999fb85

Aliases

arxiv: 2503.21640 · arxiv_version: 2503.21640v1 · doi: 10.48550/arxiv.2503.21640 · pith_short_12: SEEQSP7ORQAM · pith_short_16: SEEQSP7ORQAMIFUR · pith_short_8: SEEQSP7O

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/SEEQSP7ORQAMIFURWYA2BHGTD4 \
  | 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: 9109093fee8c00c41691b601a09cd31f021082d7846532c58cfd2f5ac999fb85

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3226e22e14bdbbabd23bb7100fdf7c3d6d7368b9d6221a012b09ebf1e7b482d0",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-03-27T16:06:59Z",
    "title_canon_sha256": "52fdf5b1eddf91a17a7eff9ef148f91188f3b14556d1303e4df83cfcc886b211"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.21640",
    "kind": "arxiv",
    "version": 1
  }
}