Pith Number

pith:B6N52RHK

pith:2025:B6N52RHKM4T2HY6CJJTY5HIXND

not attested not anchored not stored refs pending

Forecasting Clicks in Digital Advertising: Multimodal Inputs and Interpretable Outputs

Briti Gangopadhyay, Shingo Takamatsu, Zhao Wang

arxiv:2509.09683 v1 · 2025-08-15 · cs.IR · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{B6N52RHKM4T2HY6CJJTY5HIXND}

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	2026-07-05T12:09:46.965336Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0f9bdd44ea6727a3e3c24a678e9d1768f9499ae44cddc3c075f52d9b4de6b0c2

Aliases

arxiv: 2509.09683 · arxiv_version: 2509.09683v1 · doi: 10.48550/arxiv.2509.09683 · pith_short_12: B6N52RHKM4T2 · pith_short_16: B6N52RHKM4T2HY6C · pith_short_8: B6N52RHK

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/B6N52RHKM4T2HY6CJJTY5HIXND \
  | 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: 0f9bdd44ea6727a3e3c24a678e9d1768f9499ae44cddc3c075f52d9b4de6b0c2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2d88d577469e07bdb311dd9ace8bdb6ed1a9fa051bf84ee0679ed69581965480",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2025-08-15T10:01:53Z",
    "title_canon_sha256": "2071758b02d88eb3d299c125371188aa1664f0d6d1eab3b6ed73bbc124025c21"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.09683",
    "kind": "arxiv",
    "version": 1
  }
}