Pith Number

pith:P5CO2QA5

pith:2023:P5CO2QA5LV5VQZOLDAKVMEPWE7

not attested not anchored not stored refs pending

Scenario-Aware Hierarchical Dynamic Network for Multi-Scenario Recommendation

Bo Chen, Huifeng Guo, Jingtong Gao, Menghui Zhu, Ruiming Tang, Xiangyu Zhao, Xiaopeng Li, Yichao Wang, Yuhao Wang

arxiv:2309.02061 v1 · 2023-09-05 · 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{P5CO2QA5LV5VQZOLDAKVMEPWE7}

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.

Cited by

1 paper in Pith

Generative Bid Shading in Real-Time Bidding Advertising

Receipt and verification

First computed	2026-07-05T06:47:47.341529Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7f44ed401d5d7b5865cb18155611f627cc9e28a5c612c681bcef113cfb155f86

Aliases

arxiv: 2309.02061 · arxiv_version: 2309.02061v1 · doi: 10.48550/arxiv.2309.02061 · pith_short_12: P5CO2QA5LV5V · pith_short_16: P5CO2QA5LV5VQZOL · pith_short_8: P5CO2QA5

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/P5CO2QA5LV5VQZOLDAKVMEPWE7 \
  | 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: 7f44ed401d5d7b5865cb18155611f627cc9e28a5c612c681bcef113cfb155f86

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "627ca36afaf6fe57eb89b50104513e55ab067b10e84ae68ae3c57221504638c2",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2023-09-05T09:01:47Z",
    "title_canon_sha256": "b471ac6281ddfbfd5b6b6208e0510924b48e30de689e524e79c4dd6ed42ccddf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.02061",
    "kind": "arxiv",
    "version": 1
  }
}