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| license: mit |
| tags: [ies4, rdf, turtle, knowledge-graph, instruction-tuning, uk-government] |
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| # IES4 Turtle Instruct — training data + eval harness |
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| 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. |
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| - `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). |
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| 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). |
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