Pith Number

pith:3KMV7HSN

pith:2018:3KMV7HSNHKJ5AK67ZOAJKL76H4

not attested not anchored not stored refs pending

An Optimal Policy for Dynamic Assortment Planning Under Uncapacitated Multinomial Logit Models

Xi Chen, Yining Wang, Yuan Zhou

arxiv:1805.04785 v2 · 2018-05-12 · stat.ML · 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{3KMV7HSNHKJ5AK67ZOAJKL76H4}

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	2026-05-17T23:54:31.763503Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

da995f9e4d3a93d02bdfcb80952ffe3f0469a962d07bf54efb4d33d7ad9de0be

Aliases

arxiv: 1805.04785 · arxiv_version: 1805.04785v2 · doi: 10.48550/arxiv.1805.04785 · pith_short_12: 3KMV7HSNHKJ5 · pith_short_16: 3KMV7HSNHKJ5AK67 · pith_short_8: 3KMV7HSN

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/3KMV7HSNHKJ5AK67ZOAJKL76H4 \
  | 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: da995f9e4d3a93d02bdfcb80952ffe3f0469a962d07bf54efb4d33d7ad9de0be

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "65a5ade915fd16d178bce70c01f4b869ada95c49b15c7a04891e6c1d43af255d",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2018-05-12T21:13:42Z",
    "title_canon_sha256": "df0b3d027477a0c1c054aaf367c47fd76324b40e5cd5768faf7e3dbbe7ba4a8e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1805.04785",
    "kind": "arxiv",
    "version": 2
  }
}