Pith Number

pith:JUYZSZKQ

pith:2026:JUYZSZKQHBSIRVVH2QLNL4HNGA

not attested not anchored not stored refs pending

Making Collaborative Signals Count: Graph-Aware Large Language Models for Sequential Recommendation

Bohao Wang, Can Wang, Fenglin Yan, Jian Zhang, Jiawei Chen, Tongya Zheng, Ye Feng, Yu Cui

arxiv:2608.12184 v1 · 2026-08-12 · 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{JUYZSZKQHBSIRVVH2QLNL4HNGA}

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	2026-08-13T01:30:19.755135Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4d31996550386488d6a7d416d5f0ed3036c57d821e5240fa382d5d1b2bb6677f

Aliases

arxiv: 2608.12184 · arxiv_version: 2608.12184v1 · doi: 10.48550/arxiv.2608.12184 · pith_short_12: JUYZSZKQHBSI · pith_short_16: JUYZSZKQHBSIRVVH · pith_short_8: JUYZSZKQ

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/JUYZSZKQHBSIRVVH2QLNL4HNGA \
  | 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: 4d31996550386488d6a7d416d5f0ed3036c57d821e5240fa382d5d1b2bb6677f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "85a267b9a9947f8061c21511af249119d65debe52df68c2beb0bd0642ef706a1",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2026-08-12T15:38:05Z",
    "title_canon_sha256": "db44d9e81cef994ecfbb2bff8da75e13be8f2a1c9f5e1552581f7f6599e6fc9d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.12184",
    "kind": "arxiv",
    "version": 1
  }
}