Triple
T5071900
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Department of Infrastructure, Transport, Regional Development, Communications and the Arts |
E114300
|
entity |
| Predicate | portfolio |
P3
|
FINISHED |
| Object |
Infrastructure
Infrastructure refers to the fundamental physical and organizational systems and facilities—such as transportation networks, utilities, and communication systems—needed for the operation of a society and its economy.
|
E491505
|
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: Infrastructure | Statement: [Department of Infrastructure, Transport, Regional Development, Communications and the Arts, portfolio, Infrastructure]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Infrastructure Context triple: [Department of Infrastructure, Transport, Regional Development, Communications and the Arts, portfolio, Infrastructure]
-
A.
Smart Infrastructure
Smart Infrastructure is a Siemens business division focused on integrating intelligent building technologies, energy systems, and digital solutions to create efficient, sustainable infrastructure.
-
B.
Infrastructure UK
Infrastructure UK was a UK government unit within HM Treasury responsible for advising on and supporting the development, financing, and delivery of major national infrastructure projects.
-
C.
Office of Infrastructure
The Office of Infrastructure is a division within the Federal Highway Administration responsible for overseeing the planning, design, construction, and preservation of the nation’s highway infrastructure.
-
D.
Infrastructure Window
Infrastructure Window is a financing division of the SAARC Development Fund that supports regional infrastructure projects across South Asian member countries.
-
E.
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.
- 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: Infrastructure Triple: [Department of Infrastructure, Transport, Regional Development, Communications and the Arts, portfolio, Infrastructure]
Generated description
Infrastructure refers to the fundamental physical and organizational systems and facilities—such as transportation networks, utilities, and communication systems—needed for the operation of a society and its economy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Infrastructure Target entity description: Infrastructure refers to the fundamental physical and organizational systems and facilities—such as transportation networks, utilities, and communication systems—needed for the operation of a society and its economy.
-
A.
Smart Infrastructure
Smart Infrastructure is a Siemens business division focused on integrating intelligent building technologies, energy systems, and digital solutions to create efficient, sustainable infrastructure.
-
B.
Infrastructure UK
Infrastructure UK was a UK government unit within HM Treasury responsible for advising on and supporting the development, financing, and delivery of major national infrastructure projects.
-
C.
Office of Infrastructure
The Office of Infrastructure is a division within the Federal Highway Administration responsible for overseeing the planning, design, construction, and preservation of the nation’s highway infrastructure.
-
D.
Infrastructure Window
Infrastructure Window is a financing division of the SAARC Development Fund that supports regional infrastructure projects across South Asian member countries.
-
E.
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.
- 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_69bd443cf28c8190ad371d603563dbdd |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd74ce140881909a2874663244c0db |
completed | March 20, 2026, 4:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69beb1110a388190a5db1c94b3d60d6b |
completed | March 21, 2026, 2:54 p.m. |
| NEDg | Description generation | batch_69beb186dfa88190bd4cc76247a64ff1 |
completed | March 21, 2026, 2:56 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69beb1f3c7b88190a3c4e6bcd8714808 |
completed | March 21, 2026, 2:57 p.m. |
Created at: March 20, 2026, 1:39 p.m.