Pith Number

pith:4H4ZHFLL

pith:2023:4H4ZHFLL5PR5YYYTCA75KSJ6EX

not attested not anchored not stored refs pending

UNICON: A unified framework for behavior-based consumer segmentation in e-commerce

Ana Peleteiro Ramallo, Darya Dedik, Egor Malykh, Jacek Wasilewski, Manuel Dibak, Nour Karessli, Ton Torres, Vladimir Vlasov

arxiv:2309.13068 v1 · 2023-09-18 · cs.IR · 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{4H4ZHFLL5PR5YYYTCA75KSJ6EX}

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	2026-07-05T06:53:46.548292Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e1f993956bebe3dc6313103fd5493e25ec17aa1d745f14d26b37641c3b14f155

Aliases

arxiv: 2309.13068 · arxiv_version: 2309.13068v1 · doi: 10.48550/arxiv.2309.13068 · pith_short_12: 4H4ZHFLL5PR5 · pith_short_16: 4H4ZHFLL5PR5YYYT · pith_short_8: 4H4ZHFLL

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/4H4ZHFLL5PR5YYYTCA75KSJ6EX \
  | 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: e1f993956bebe3dc6313103fd5493e25ec17aa1d745f14d26b37641c3b14f155

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5bbf09c7242fc79833a4b0349c28585f2986d05aa0510ffb8e9a2b00773c2c68",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2023-09-18T14:58:13Z",
    "title_canon_sha256": "a949d5c19f17449dfdc09f08aeefda3be15173a9f032c543ace57f33c0544014"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.13068",
    "kind": "arxiv",
    "version": 1
  }
}