Pith Number

pith:AVMGHGGR

pith:2025:AVMGHGGRGTXTCLRRMFJRIGU76V

not attested not anchored not stored refs pending

Large Scalable Cross-Domain Graph Neural Networks for Personalized Notification at LinkedIn

Fedor Borisyuk, Franco Liang, Julie Choi, Padmini Jaikumar, Peng Du, Priya Bannur, Shihai He, Tianqi Li, Viral Gupta, Xiaobing Xue, Zhiwei Ding

arxiv:2506.12700 v1 · 2025-06-15 · 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{AVMGHGGRGTXTCLRRMFJRIGU76V}

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	2026-07-05T11:21:57.684906Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

05586398d134ef312e316153141a9ff553157b2cb6ea54e9729e4072b86bf661

Aliases

arxiv: 2506.12700 · arxiv_version: 2506.12700v1 · doi: 10.48550/arxiv.2506.12700 · pith_short_12: AVMGHGGRGTXT · pith_short_16: AVMGHGGRGTXTCLRR · pith_short_8: AVMGHGGR

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/AVMGHGGRGTXTCLRRMFJRIGU76V \
  | 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: 05586398d134ef312e316153141a9ff553157b2cb6ea54e9729e4072b86bf661

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ddd7f4f1765cd0d0d96620c1caae7d32fec2e1e533e7c84473cf041cf7e55c25",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-15T03:21:10Z",
    "title_canon_sha256": "6138d7742d4669179e854248437c32e70e6c64e293507c3c0eac619d9d81b67c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.12700",
    "kind": "arxiv",
    "version": 1
  }
}