Pith Number

pith:6IXQ2HMR

pith:2023:6IXQ2HMRTQGDQ65TNKG6UTV6LK

not attested not anchored not stored refs pending

A Dataset for Learning Graph Representations to Predict Customer Returns in Fashion Retail

Charlie Donaldson, Cong Zheng, Elizabeth Guest, Fabon Dzogang, Gabriel Facini, Jamie McGowan, Mason Cusack, Neha Patel, Sofie de Cnudde, Ziyang Yan

arxiv:2302.14096 v2 · 2023-02-27 · cs.LG · cs.DB · cs.IR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6IXQ2HMRTQGDQ65TNKG6UTV6LK}

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	2026-07-05T05:50:14.179765Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f22f0d1d919c0c387bb36a8dea4ebe5a9359f2e7e2c7175ddcef87df94e42643

Aliases

arxiv: 2302.14096 · arxiv_version: 2302.14096v2 · doi: 10.48550/arxiv.2302.14096 · pith_short_12: 6IXQ2HMRTQGD · pith_short_16: 6IXQ2HMRTQGDQ65T · pith_short_8: 6IXQ2HMR

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/6IXQ2HMRTQGDQ65TNKG6UTV6LK \
  | 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: f22f0d1d919c0c387bb36a8dea4ebe5a9359f2e7e2c7175ddcef87df94e42643

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "830e252af4f9b0717358aeb789732f695946cc08b9b00eab3b683314a038b227",
    "cross_cats_sorted": [
      "cs.DB",
      "cs.IR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-02-27T19:14:37Z",
    "title_canon_sha256": "e16b78c948f81348647a37051b2c80010e9f7dbc94a505fe627634384811130a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.14096",
    "kind": "arxiv",
    "version": 2
  }
}