Pith Number

pith:E5CA7JU2

pith:2025:E5CA7JU2GQGOXANAMLIJXJ7XTL

not attested not anchored not stored refs pending

Comprehensive Attribute Encoding and Dynamic LSTM HyperModels for Outcome Oriented Predictive Business Process Monitoring

Ernesto Damiani, Fang Wang, Paolo Ceravolo

arxiv:2506.03696 v2 · 2025-06-04 · 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{E5CA7JU2GQGOXANAMLIJXJ7XTL}

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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

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

Receipt and verification

First computed	2026-07-05T11:48:49.542764Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

27440fa69a340ceb81a062d09ba7f79adc15f8b8a7fdabafd94627a582564c4b

Aliases

arxiv: 2506.03696 · arxiv_version: 2506.03696v2 · doi: 10.48550/arxiv.2506.03696 · pith_short_12: E5CA7JU2GQGO · pith_short_16: E5CA7JU2GQGOXANA · pith_short_8: E5CA7JU2

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/E5CA7JU2GQGOXANAMLIJXJ7XTL \
  | 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: 27440fa69a340ceb81a062d09ba7f79adc15f8b8a7fdabafd94627a582564c4b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "42b6ab74e8dd5e81206684fa7d151f421b4d9dc94dac6a0e644a602e8822c88a",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-04T08:27:58Z",
    "title_canon_sha256": "a09dfbdc20ac7ac0edaa2ab0461bd7a181c8c5a437c661f460fa3af9085b7ffa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.03696",
    "kind": "arxiv",
    "version": 2
  }
}