Triple
T2311620
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Infrastructure and Projects Authority |
E51969
|
entity |
| Predicate | publishes |
P80
|
FINISHED |
| Object |
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.
|
E256565
|
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 Infrastructure and Construction Pipeline | Statement: [Infrastructure and Projects Authority, publishes, National Infrastructure and Construction Pipeline]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: National Infrastructure and Construction Pipeline Context triple: [Infrastructure and Projects Authority, publishes, National Infrastructure and Construction Pipeline]
-
A.
Infrastructure Investment and Jobs Act (as president)
The Infrastructure Investment and Jobs Act is a major U.S. federal law enacted under President Joe Biden that authorizes extensive funding to modernize the nation’s transportation, broadband, water, and energy infrastructure.
-
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.
National Infrastructure Commission
The National Infrastructure Commission is an independent body in the United Kingdom that provides expert advice and long-term strategic recommendations on the country’s infrastructure needs and priorities.
-
D.
Pylons Project
Pylons Project is an open-source organization that develops and maintains Python web frameworks and related tools, including the Pyramid framework.
-
E.
National Industrial Development and Logistics Program
The National Industrial Development and Logistics Program is a major Saudi Arabian initiative aimed at transforming the kingdom into a leading industrial and logistics hub by boosting manufacturing, mining, energy, and transport sectors.
- 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 Infrastructure and Construction Pipeline Triple: [Infrastructure and Projects Authority, publishes, National Infrastructure and Construction Pipeline]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: National Infrastructure and Construction Pipeline Target entity description: 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.
-
A.
Infrastructure Investment and Jobs Act (as president)
The Infrastructure Investment and Jobs Act is a major U.S. federal law enacted under President Joe Biden that authorizes extensive funding to modernize the nation’s transportation, broadband, water, and energy infrastructure.
-
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.
National Infrastructure Commission
The National Infrastructure Commission is an independent body in the United Kingdom that provides expert advice and long-term strategic recommendations on the country’s infrastructure needs and priorities.
-
D.
Pylons Project
Pylons Project is an open-source organization that develops and maintains Python web frameworks and related tools, including the Pyramid framework.
-
E.
National Industrial Development and Logistics Program
The National Industrial Development and Logistics Program is a major Saudi Arabian initiative aimed at transforming the kingdom into a leading industrial and logistics hub by boosting manufacturing, mining, energy, and transport sectors.
- 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_69a88b0bb30c81908ded03b006d29387 |
completed | March 4, 2026, 7:42 p.m. |
| NER | Named-entity recognition | batch_69abc6188c2481908054887527c633fe |
completed | March 7, 2026, 6:30 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae895c95388190848f592fc5d48ec6 |
completed | March 9, 2026, 8:48 a.m. |
| NEDg | Description generation | batch_69ae8e9193808190a29ed60d74065088 |
completed | March 9, 2026, 9:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae8f373c80819095b93a7fecbd788b |
completed | March 9, 2026, 9:13 a.m. |
Created at: March 4, 2026, 7:49 p.m.