Pith Number

pith:Z4H5RUXG

pith:2021:Z4H5RUXGE4SUD7TDMYJNF4P3ID

not attested not anchored not stored refs pending

Predictive and Prescriptive Performance of Bike-Sharing Demand Forecasts for Inventory Management

Daniele Gammelli, Dennis Prak, Filipe Rodrigues, Francisco Camara Pereira, Stefan Minner, Yihua Wang

arxiv:2108.00858 v1 · 2021-07-28 · math.OC · 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{Z4H5RUXGE4SUD7TDMYJNF4P3ID}

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	2026-07-05T03:02:27.586356Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cf0fd8d2e6272541fe636612d2f1fb40dac25b03cb0a44513eb2cd10dacb5f83

Aliases

arxiv: 2108.00858 · arxiv_version: 2108.00858v1 · doi: 10.48550/arxiv.2108.00858 · pith_short_12: Z4H5RUXGE4SU · pith_short_16: Z4H5RUXGE4SUD7TD · pith_short_8: Z4H5RUXG

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/Z4H5RUXGE4SUD7TDMYJNF4P3ID \
  | 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: cf0fd8d2e6272541fe636612d2f1fb40dac25b03cb0a44513eb2cd10dacb5f83

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9d168ed34bb0cc4e1fc2374d6e52537c16cc723793e250237d43da1838c7d3f4",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2021-07-28T14:11:34Z",
    "title_canon_sha256": "2e77cf922c18e71f5388e38dd645a4cebc5d911f308ae326a4cfc3b3ac0d600c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2108.00858",
    "kind": "arxiv",
    "version": 1
  }
}