RKB109/knowledge-graph-risk-engine-20260808-dataset
Knowledge Graph Risk Engine Synthetic Dataset Summary This dataset contains 14 training examples and 4 held-out examples for Risk teams need relationship-level explanations instead of opaque entity scores. Every record is synthetic and includes: input: query, event, or feature description label: expected class, route, relation, or evidence category context: synthetic supporting context source: fictional source identifier variant: generation pattern synthetic:… See the full description on the dataset page: https://huggingface.co/datasets/RKB109/knowledge-graph-risk-engine-20260808-dataset.
Knowledge Graph Risk Engine Synthetic Dataset
Summary
This dataset contains 14 training examples and 4 held-out examples for Risk teams need relationship-level explanations instead of opaque entity scores.
Every record is synthetic and includes:
input: query, event, or feature descriptionlabel: expected class, route, relation, or evidence categorycontext: synthetic supporting contextsource: fictional source identifiervariant: generation patternsynthetic: alwaystrue
Uses
- Reproducible unit and integration tests
- Baseline model training
- Evaluation harness development
- Schema and architecture demonstrations
Limitations
All entities are fictional. Real identity or financial data requires governance, consent, and bias review.
This dataset does not represent real users, patients, customers, production traffic, or licensed media. It must not be presented as real-world evidence.
