Pith Number

pith:SKB4PBYR

pith:2020:SKB4PBYROMFMUFPRZK63X2GAZZ

not attested not anchored not stored refs pending

Interpretable Deep Learning Model for Online Multi-touch Attribution

Dongdong Yang, Kevin Dyer, Senzhang Wang

arxiv:2004.00384 v1 · 2020-03-26 · cs.IR · cs.AI · 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{SKB4PBYROMFMUFPRZK63X2GAZZ}

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

Attributed, But Not Incremental: Cannibalization-Corrected Attribution for Large-Scale Advertising

Receipt and verification

First computed	2026-07-05T00:52:09.961747Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9283c78711730aca15f1cabdbbe8c0ce547091a521685334db7229fe9e526507

Aliases

arxiv: 2004.00384 · arxiv_version: 2004.00384v1 · doi: 10.48550/arxiv.2004.00384 · pith_short_12: SKB4PBYROMFM · pith_short_16: SKB4PBYROMFMUFPR · pith_short_8: SKB4PBYR

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/SKB4PBYROMFMUFPRZK63X2GAZZ \
  | 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: 9283c78711730aca15f1cabdbbe8c0ce547091a521685334db7229fe9e526507

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "02e9367e285b2e4d05e7995f344a539e562368ec8783e7d95b9da713d206db64",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2020-03-26T23:21:40Z",
    "title_canon_sha256": "a0ea0ad4b1f6dc72d3c72dfcb12aa7d4307bbc31353d0f2e9a0246ae86ad34c6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2004.00384",
    "kind": "arxiv",
    "version": 1
  }
}