Pith Number

pith:NKOO3MWT

pith:2025:NKOO3MWT7YKGMKUFYT3ZRF4U6Z

not attested not anchored not stored refs pending

OTPTO: Joint Product Selection and Inventory Optimization in Fresh E-commerce Front-End Warehouses

Ai Han, Qingshan Li, Yan Jiang, Zheming Zhang

arxiv:2505.23421 v1 · 2025-05-29 · 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{NKOO3MWT7YKGMKUFYT3ZRF4U6Z}

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	2026-07-05T11:12:01.508642Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6a9cedb2d3fe14662a85c4f7989794f645bb868ded23baf125111951d4c050ae

Aliases

arxiv: 2505.23421 · arxiv_version: 2505.23421v1 · doi: 10.48550/arxiv.2505.23421 · pith_short_12: NKOO3MWT7YKG · pith_short_16: NKOO3MWT7YKGMKUF · pith_short_8: NKOO3MWT

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/NKOO3MWT7YKGMKUFYT3ZRF4U6Z \
  | 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: 6a9cedb2d3fe14662a85c4f7989794f645bb868ded23baf125111951d4c050ae

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bc72590e3562989d954d5c10156ef29b2867f813f3ff752c32043399c2049a96",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-29T13:16:46Z",
    "title_canon_sha256": "cc47c636f3581f1c6d55989a22430cde07a80e4fdf7b1771c14badff51c54d6f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.23421",
    "kind": "arxiv",
    "version": 1
  }
}