Pith Number

pith:4YMKL3FW

pith:2023:4YMKL3FW4D7VQQDMZM33N6EOJE

not attested not anchored not stored refs pending

Online Joint Assortment-Inventory Optimization under MNL Choices

Shiyuan Wang, Xiaojie Mao, Yong Liang

arxiv:2304.02022 v3 · 2023-04-04 · cs.LG · stat.ME

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4YMKL3FW4D7VQQDMZM33N6EOJE}

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	2026-07-05T09:55:30.749933Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e618a5ecb6e0ff58406ccb37b6f88e4917ab8cbf712ad92540133551c6c4dd68

Aliases

arxiv: 2304.02022 · arxiv_version: 2304.02022v3 · doi: 10.48550/arxiv.2304.02022 · pith_short_12: 4YMKL3FW4D7V · pith_short_16: 4YMKL3FW4D7VQQDM · pith_short_8: 4YMKL3FW

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/4YMKL3FW4D7VQQDMZM33N6EOJE \
  | 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: e618a5ecb6e0ff58406ccb37b6f88e4917ab8cbf712ad92540133551c6c4dd68

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c7769e583b6c0746904042f4b6c637263457cd9e33ea9fd65a73033b2637993e",
    "cross_cats_sorted": [
      "stat.ME"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-04-04T09:25:34Z",
    "title_canon_sha256": "b508db6e535648eff03161507b6856070787b6166b96af19d48d2093d938f44c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.02022",
    "kind": "arxiv",
    "version": 3
  }
}