Pith Number

pith:ONVTCYUR

pith:2023:ONVTCYURMJMFV345JIOSZA7CV3

not attested not anchored not stored refs pending

Knowledge-Driven Modulation of Neural Networks with Attention Mechanism for Next Activity Prediction

Fabrizio Maria Maggi, Francesco Riva, Ivan Donadello, Jan Mendling, Jonghyeon Ko, Matthias Weidlich

arxiv:2312.08847 v1 · 2023-12-14 · cs.AI · cs.LG · cs.NE · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ONVTCYURMJMFV345JIOSZA7CV3}

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

EHHN: An Event-driven Heterogeneous Hypergraph Network for Object-Centric Next Activity Prediction

Receipt and verification

First computed	2026-07-05T07:24:10.646653Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

736b31629162585aef9d4a1d2c83e2aeed9fffa49daf8d4cddf9623f57e46784

Aliases

arxiv: 2312.08847 · arxiv_version: 2312.08847v1 · doi: 10.48550/arxiv.2312.08847 · pith_short_12: ONVTCYURMJMF · pith_short_16: ONVTCYURMJMFV345 · pith_short_8: ONVTCYUR

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/ONVTCYURMJMFV345JIOSZA7CV3 \
  | 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: 736b31629162585aef9d4a1d2c83e2aeed9fffa49daf8d4cddf9623f57e46784

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fdfc5e59c6839202b61811746e00c6346a4bf43e8985557b7bd7ac013f5763bc",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.NE",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-12-14T12:02:35Z",
    "title_canon_sha256": "d0358e71b8969d59b609b5396953ebc2f6e91aaf233e992db8dc37f93bcf782f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.08847",
    "kind": "arxiv",
    "version": 1
  }
}