Triple
T8180610
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | United Kingdom planning law |
E191048
|
entity |
| Predicate | keyConcept |
P531
|
FINISHED |
| Object |
Nationally Significant Infrastructure Projects
Nationally Significant Infrastructure Projects are large-scale developments in areas like energy, transport, water, and waste in the UK that follow a special fast-track planning and consent regime due to their national importance.
|
E716605
|
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: Nationally Significant Infrastructure Projects | Statement: [United Kingdom planning law, keyConcept, Nationally Significant Infrastructure Projects]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nationally Significant Infrastructure Projects Context triple: [United Kingdom planning law, keyConcept, Nationally Significant Infrastructure Projects]
-
A.
National Infrastructure and Construction Pipeline
The National Infrastructure and Construction Pipeline is the UK government’s forward-looking schedule of planned and funded infrastructure and construction projects, providing visibility and certainty to industry and investors.
-
B.
Strategic Transport Projects Review
The Strategic Transport Projects Review is a long-term planning document that outlines Scotland’s national transport investment priorities and major infrastructure projects.
-
C.
North East Special Infrastructure Development Scheme
The North East Special Infrastructure Development Scheme is an Indian government program that funds critical infrastructure and social sector projects to accelerate economic development in the country’s North Eastern Region.
-
D.
National Infrastructure Assessment 2023
The National Infrastructure Assessment 2023 is the UK’s flagship long-term strategy report setting out recommendations for future investment and policy across critical national infrastructure sectors.
-
E.
National Highways Development Project
The National Highways Development Project is a major Indian infrastructure initiative aimed at expanding, modernizing, and improving the country’s national highway network to enhance connectivity and support economic growth.
- 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: Nationally Significant Infrastructure Projects Triple: [United Kingdom planning law, keyConcept, Nationally Significant Infrastructure Projects]
Generated description
Nationally Significant Infrastructure Projects are large-scale developments in areas like energy, transport, water, and waste in the UK that follow a special fast-track planning and consent regime due to their national importance.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nationally Significant Infrastructure Projects Target entity description: Nationally Significant Infrastructure Projects are large-scale developments in areas like energy, transport, water, and waste in the UK that follow a special fast-track planning and consent regime due to their national importance.
-
A.
National Infrastructure and Construction Pipeline
The National Infrastructure and Construction Pipeline is the UK government’s forward-looking schedule of planned and funded infrastructure and construction projects, providing visibility and certainty to industry and investors.
-
B.
Strategic Transport Projects Review
The Strategic Transport Projects Review is a long-term planning document that outlines Scotland’s national transport investment priorities and major infrastructure projects.
-
C.
North East Special Infrastructure Development Scheme
The North East Special Infrastructure Development Scheme is an Indian government program that funds critical infrastructure and social sector projects to accelerate economic development in the country’s North Eastern Region.
-
D.
National Infrastructure Assessment 2023
The National Infrastructure Assessment 2023 is the UK’s flagship long-term strategy report setting out recommendations for future investment and policy across critical national infrastructure sectors.
-
E.
National Highways Development Project
The National Highways Development Project is a major Indian infrastructure initiative aimed at expanding, modernizing, and improving the country’s national highway network to enhance connectivity and support economic growth.
- 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_69ca82c4538081909404325aa5639483 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb4ac012948190bb4e2448561692e6 |
completed | March 31, 2026, 4:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ccbf86f8848190a196f7c8d3ad2b36 |
completed | April 1, 2026, 6:47 a.m. |
| NEDg | Description generation | batch_69ccc315132c8190bb0ad49232ccc3b8 |
completed | April 1, 2026, 7:02 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ccd87585148190a2d8b81ab352d123 |
completed | April 1, 2026, 8:33 a.m. |
Created at: March 30, 2026, 5:40 p.m.