Triple
T5604971
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | National Transport Strategy for Scotland |
E147210
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
National Planning Framework for Scotland
The National Planning Framework for Scotland is the Scottish Government’s long-term spatial strategy that guides where development and infrastructure should occur to support sustainable economic growth and community wellbeing across the country.
|
E527862
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: National Planning Framework for Scotland | Statement: [National Transport Strategy for Scotland, relatedTo, National Planning Framework for Scotland]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: National Planning Framework for Scotland Context triple: [National Transport Strategy for Scotland, relatedTo, National Planning Framework for Scotland]
-
A.
National Transport Strategy for Scotland
The National Transport Strategy for Scotland is the Scottish Government’s long-term framework that sets out the vision, priorities, and policies for developing and managing Scotland’s transport system.
-
B.
National Planning Policy Framework
The National Planning Policy Framework is the UK government’s key planning document that sets out overarching principles and guidelines for sustainable land use, development, and decision-making in England.
-
C.
Scottish new towns programme
The Scottish new towns programme was a post-World War II urban planning initiative that created planned communities across Scotland to alleviate housing shortages, decentralize population, and stimulate regional economic development.
-
D.
Regional Spatial Strategy for the North West
The Regional Spatial Strategy for the North West was a former statutory planning framework that set out long-term development, housing, and environmental policies for England’s North West region.
-
E.
Scottish Fiscal Commission
The Scottish Fiscal Commission is an independent public body that provides official forecasts and analysis of Scotland’s public finances to inform the Scottish Government’s budget and fiscal policy.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: National Planning Framework for Scotland Triple: [National Transport Strategy for Scotland, relatedTo, National Planning Framework for Scotland]
Generated description
The National Planning Framework for Scotland is the Scottish Government’s long-term spatial strategy that guides where development and infrastructure should occur to support sustainable economic growth and community wellbeing across the country.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: National Planning Framework for Scotland Target entity description: The National Planning Framework for Scotland is the Scottish Government’s long-term spatial strategy that guides where development and infrastructure should occur to support sustainable economic growth and community wellbeing across the country.
-
A.
National Transport Strategy for Scotland
The National Transport Strategy for Scotland is the Scottish Government’s long-term framework that sets out the vision, priorities, and policies for developing and managing Scotland’s transport system.
-
B.
National Planning Policy Framework
The National Planning Policy Framework is the UK government’s key planning document that sets out overarching principles and guidelines for sustainable land use, development, and decision-making in England.
-
C.
Scottish new towns programme
The Scottish new towns programme was a post-World War II urban planning initiative that created planned communities across Scotland to alleviate housing shortages, decentralize population, and stimulate regional economic development.
-
D.
Regional Spatial Strategy for the North West
The Regional Spatial Strategy for the North West was a former statutory planning framework that set out long-term development, housing, and environmental policies for England’s North West region.
-
E.
Scottish Fiscal Commission
The Scottish Fiscal Commission is an independent public body that provides official forecasts and analysis of Scotland’s public finances to inform the Scottish Government’s budget and fiscal policy.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69c0090500f881908374285baf0ac46f |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c020f9408481908cf006074c726301 |
completed | March 22, 2026, 5:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c02878aad8819082d2c8f038b79bc7 |
completed | March 22, 2026, 5:35 p.m. |
| NEDg | Description generation | batch_69c033e0043881908c9fca5138398188 |
completed | March 22, 2026, 6:24 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c034664c808190b382f7aad0e3149a |
completed | March 22, 2026, 6:26 p.m. |
Created at: March 22, 2026, 3:39 p.m.