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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.

sourceHugging Facecc-by-4.0updated 2mo agoView on Hugging Face
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Dataset Card

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: always true

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.

Related Model

RKB109/knowledge-graph-risk-engine-20260808-model