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fabsssss/ies4-turtle-instruct

IES4 Turtle Instruct — training data + eval harness Instruction pairs for text -> IES4 (UK Gov Information Exchange Standard) RDF/Turtle, built correct-by-construction with telicent-ies-tool and double-validated against the published dstl/IES4 ontology. Companion dataset to fabsssss/qwen3-coder-30b-a3b-ies4. ies/ — 1,799 IES pairs + refusal/boundary pairs + OOD test (MIT; ontology © Crown copyright Dstl, MIT licence) multistd/ — 450 ontology-conditioned extraction pairs derived… See the full description on the dataset page: https://huggingface.co/datasets/fabsssss/ies4-turtle-instruct.

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IES4 Turtle Instruct — training data + eval harness

Instruction pairs for text -> IES4 (UK Gov Information Exchange Standard) RDF/Turtle, built correct-by-construction with telicent-ies-tool and double-validated against the published dstl/IES4 ontology. Companion dataset to fabsssss/qwen3-coder-30b-a3b-ies4.

  • —ies/ — 1,799 IES pairs + refusal/boundary pairs + OOD test (MIT; ontology © Crown copyright Dstl, MIT licence)
  • —multistd/ — 450 ontology-conditioned extraction pairs derived from Text2KGBench (Wikidata-TekGen) — CC BY-SA 4.0 (see multistd/LICENSE). Attribution: Mihindukulasooriya, Tiwari, Enguix, Lata — Text2KGBench, ISWC 2023.
  • —scripts/ — generators, the term-membership + structural-conformance validators, and the full eval harness (baseline-vs-tuned; validity / conformance / hallucination / namespace fidelity / OOD).

Every IES graph passed both telicent validation and an independent term-membership check (510 classes, 204 properties). Splits are by target graph (no paraphrase leakage).