Pith Number

pith:FZ6TW6Y7

pith:2023:FZ6TW6Y7WW3URS637C5LAH4BL4

not attested not anchored not stored refs pending

GNN-GMVO: Graph Neural Networks for Optimizing Gross Merchandise Value in Similar Item Recommendation

Evren Korpeoglu, Jason Cho, Jianpeng Xu, Kannan Achan, Nima Farrokhsiar, Ramin Giahi, Reza Yousefi Maragheh, Sushant Kumar

arxiv:2310.17732 v1 · 2023-10-26 · 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{FZ6TW6Y7WW3URS637C5LAH4BL4}

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	2026-07-05T07:05:51.503538Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2e7d3b7b1fb5b748cbdbf8bab01f815f2450257755a60d2245171de9d87e7a1c

Aliases

arxiv: 2310.17732 · arxiv_version: 2310.17732v1 · doi: 10.48550/arxiv.2310.17732 · pith_short_12: FZ6TW6Y7WW3U · pith_short_16: FZ6TW6Y7WW3URS63 · pith_short_8: FZ6TW6Y7

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/FZ6TW6Y7WW3URS637C5LAH4BL4 \
  | 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: 2e7d3b7b1fb5b748cbdbf8bab01f815f2450257755a60d2245171de9d87e7a1c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "aa748ddf090c39c55e369fd4175d369a28c5649b02e4e8812dca82d0b502995c",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2023-10-26T18:43:16Z",
    "title_canon_sha256": "049371e61ea2ab737d5a801f9c5469217e7e8693826c879d8dad5117353d703e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.17732",
    "kind": "arxiv",
    "version": 1
  }
}