Pith Number

pith:DLMC4ZL4

pith:2024:DLMC4ZL437RPYL6WDYWUBSWXZM

not attested not anchored not stored refs pending

An Efficient Recommendation Model Based on Knowledge Graph Attention-Assisted Network (KGATAX)

Zhizhong Wu

arxiv:2409.15315 v1 · 2024-09-05 · cs.LG · cs.AI · 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{DLMC4ZL437RPYL6WDYWUBSWXZM}

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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.

Cited by

1 paper in Pith

LightKG: Efficient Knowledge-Aware Recommendations with Simplified GNN Architecture

Receipt and verification

First computed	2026-07-05T09:10:52.936331Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1ad82e657cdfe2fc2fd61e2d40cad7cb06148a814fb7e0f42be0973a98ea7c61

Aliases

arxiv: 2409.15315 · arxiv_version: 2409.15315v1 · doi: 10.48550/arxiv.2409.15315 · pith_short_12: DLMC4ZL437RP · pith_short_16: DLMC4ZL437RPYL6W · pith_short_8: DLMC4ZL4

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/DLMC4ZL437RPYL6WDYWUBSWXZM \
  | 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: 1ad82e657cdfe2fc2fd61e2d40cad7cb06148a814fb7e0f42be0973a98ea7c61

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "19b85def66c97cf712cfe6925878339415df672a4b3b4598205f3fccb82a9764",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.IR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-09-05T16:42:50Z",
    "title_canon_sha256": "cd21209bcaa3c8cf3494e5099ca2621de4e2a3b7fbfb3822332f01a9de50d497"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.15315",
    "kind": "arxiv",
    "version": 1
  }
}