Pith Number

pith:S24XPS5M

pith:2022:S24XPS5MTKB7365G5MTKKID62L

not attested not anchored not stored refs pending

Deep Page-Level Interest Network in Reinforcement Learning for Ads Allocation

Chuheng Zhang, Dong Wang, Guogang Liao, Xiaowen Shi, Xiaoxu Wu, Xingxing Wang, Yongkang Wang, Ze Wang

arxiv:2204.00377 v1 · 2022-04-01 · 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{S24XPS5MTKB7365G5MTKKID62L}

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	2026-07-05T04:10:46.366958Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

96b977cbac9a83fdfba6eb26a5207ed2eb60e1c9e472b3115e3efda465c90b89

Aliases

arxiv: 2204.00377 · arxiv_version: 2204.00377v1 · doi: 10.48550/arxiv.2204.00377 · pith_short_12: S24XPS5MTKB7 · pith_short_16: S24XPS5MTKB7365G · pith_short_8: S24XPS5M

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/S24XPS5MTKB7365G5MTKKID62L \
  | 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: 96b977cbac9a83fdfba6eb26a5207ed2eb60e1c9e472b3115e3efda465c90b89

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "71064d23282b57d10544a283dd95ce6122409d3165d78168112baaa85d826dcf",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-04-01T11:58:00Z",
    "title_canon_sha256": "c6b4f0bccc318ddafd5ecac4c1913281f15a79fbf1753dd8502175e11cda352d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2204.00377",
    "kind": "arxiv",
    "version": 1
  }
}