Pith Number

pith:JIAEEL6B

pith:2021:JIAEEL6BBDY7Y247S4LC36FWMH

not attested not anchored not stored refs pending

ProcessTransformer: Predictive Business Process Monitoring with Transformer Network

Aaqib Saeed, Remco M. Dijkman, Zaharah A. Bukhsh

arxiv:2104.00721 v1 · 2021-04-01 · cs.LG · 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{JIAEEL6BBDY7Y247S4LC36FWMH}

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

3 papers in Pith

Graph Grounded Cross Attention Transformer Neural Network for Structurally Constrained Full Event Sequence Generation in Predictive Process Monitoring

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

Promoting Simple Agents: Ensemble Methods for Event-Log Prediction

Receipt and verification

First computed	2026-07-05T02:28:35.161798Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4a00422fc108f1fc6b9f97162df8b661dfb2e1c559d68bfdbc542e55fb4704a6

Aliases

arxiv: 2104.00721 · arxiv_version: 2104.00721v1 · doi: 10.48550/arxiv.2104.00721 · pith_short_12: JIAEEL6BBDY7 · pith_short_16: JIAEEL6BBDY7Y247 · pith_short_8: JIAEEL6B

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/JIAEEL6BBDY7Y247S4LC36FWMH \
  | 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: 4a00422fc108f1fc6b9f97162df8b661dfb2e1c559d68bfdbc542e55fb4704a6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a97c47a8e6a0f529fd643e9d26970522d412a6ceb6919302c23ccf62588f403f",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-04-01T18:58:46Z",
    "title_canon_sha256": "3196506972667abde32eecad11f7d49d75318d0d768cc1f5d7b89e75463ed9b5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2104.00721",
    "kind": "arxiv",
    "version": 1
  }
}