messages listlengths 3 3 |
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[
{
"role": "system",
"content": "You are an expert in the UK Government Information Exchange Standard (IES4), a 4D RDF ontology. You explain IES concepts precisely and write valid IES4 RDF/Turtle using only real IES4 terms."
},
{
"role": "user",
"content": "Encode the following scenario as IES4 R... |
[
{
"role": "system",
"content": "You are an expert in the UK Government Information Exchange Standard (IES4), a 4D RDF ontology. You explain IES concepts precisely and write valid IES4 RDF/Turtle using only real IES4 terms."
},
{
"role": "user",
"content": "Encode the following scenario as IES4 R... |
[
{
"role": "system",
"content": "You are an expert in the UK Government Information Exchange Standard (IES4), a 4D RDF ontology. You explain IES concepts precisely and write valid IES4 RDF/Turtle using only real IES4 terms."
},
{
"role": "user",
"content": "Encode the following scenario as IES4 R... |
[
{
"role": "system",
"content": "You are an expert in the UK Government Information Exchange Standard (IES4), a 4D RDF ontology. You explain IES concepts precisely and write valid IES4 RDF/Turtle using only real IES4 terms."
},
{
"role": "user",
"content": "Encode the following scenario as IES4 R... |
[
{
"role": "system",
"content": "You are an expert in the UK Government Information Exchange Standard (IES4), a 4D RDF ontology. You explain IES concepts precisely and write valid IES4 RDF/Turtle using only real IES4 terms."
},
{
"role": "user",
"content": "Encode the following scenario as IES4 R... |
[
{
"role": "system",
"content": "You are an expert in the UK Government Information Exchange Standard (IES4), a 4D RDF ontology. You explain IES concepts precisely and write valid IES4 RDF/Turtle using only real IES4 terms."
},
{
"role": "user",
"content": "Encode the following scenario as IES4 R... |
[
{
"role": "system",
"content": "You are an expert in the UK Government Information Exchange Standard (IES4), a 4D RDF ontology. You explain IES concepts precisely and write valid IES4 RDF/Turtle using only real IES4 terms."
},
{
"role": "user",
"content": "Encode the following scenario as IES4 R... |
[
{
"role": "system",
"content": "You are an expert in the UK Government Information Exchange Standard (IES4), a 4D RDF ontology. You explain IES concepts precisely and write valid IES4 RDF/Turtle using only real IES4 terms."
},
{
"role": "user",
"content": "Encode the following scenario as IES4 R... |
[
{
"role": "system",
"content": "You are an expert in the UK Government Information Exchange Standard (IES4), a 4D RDF ontology. You explain IES concepts precisely and write valid IES4 RDF/Turtle using only real IES4 terms."
},
{
"role": "user",
"content": "Encode the following scenario as IES4 R... |
[
{
"role": "system",
"content": "You are an expert in the UK Government Information Exchange Standard (IES4), a 4D RDF ontology. You explain IES concepts precisely and write valid IES4 RDF/Turtle using only real IES4 terms."
},
{
"role": "user",
"content": "Encode the following scenario as IES4 R... |
[
{
"role": "system",
"content": "You are an expert in the UK Government Information Exchange Standard (IES4), a 4D RDF ontology. You explain IES concepts precisely and write valid IES4 RDF/Turtle using only real IES4 terms."
},
{
"role": "user",
"content": "Encode the following scenario as IES4 R... |
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).
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