Triple
T5237632
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Department for Infrastructure and Transport (South Australia) |
E118260
|
entity |
| Predicate | subordinateTo |
P258
|
FINISHED |
| Object |
Minister for Infrastructure and Transport (South Australia)
The Minister for Infrastructure and Transport (South Australia) is a senior state government cabinet position responsible for overseeing South Australia’s transport systems, infrastructure planning, and related public works policy and administration.
|
E504542
|
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: Minister for Infrastructure and Transport (South Australia) | Statement: [Department for Infrastructure and Transport (South Australia), subordinateTo, Minister for Infrastructure and Transport (South Australia)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Minister for Infrastructure and Transport (South Australia) Context triple: [Department for Infrastructure and Transport (South Australia), subordinateTo, Minister for Infrastructure and Transport (South Australia)]
-
A.
Department for Infrastructure and Transport (South Australia)
The Department for Infrastructure and Transport (South Australia) is the state government agency responsible for planning, building, and managing South Australia’s transport networks and key infrastructure.
-
B.
NSW Minister for Transport
The NSW Minister for Transport is the New South Wales government cabinet member responsible for overseeing the state’s transport systems, policies, and agencies.
-
C.
Minister of Infrastructure and Housing
The Minister of Infrastructure and Housing is a senior Portuguese government cabinet position responsible for national transport networks, public works, and housing policy.
-
D.
Cabinet Secretary for Infrastructure, Investment and Cities
The Cabinet Secretary for Infrastructure, Investment and Cities was a senior Scottish Government ministerial post responsible for overseeing national infrastructure, economic investment, and urban development policy.
-
E.
Secretary of State for Transport
The Secretary of State for Transport is the UK government cabinet minister responsible for national transport policy, infrastructure, and regulation.
- 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: Minister for Infrastructure and Transport (South Australia) Triple: [Department for Infrastructure and Transport (South Australia), subordinateTo, Minister for Infrastructure and Transport (South Australia)]
Generated description
The Minister for Infrastructure and Transport (South Australia) is a senior state government cabinet position responsible for overseeing South Australia’s transport systems, infrastructure planning, and related public works policy and administration.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Minister for Infrastructure and Transport (South Australia) Target entity description: The Minister for Infrastructure and Transport (South Australia) is a senior state government cabinet position responsible for overseeing South Australia’s transport systems, infrastructure planning, and related public works policy and administration.
-
A.
Department for Infrastructure and Transport (South Australia)
The Department for Infrastructure and Transport (South Australia) is the state government agency responsible for planning, building, and managing South Australia’s transport networks and key infrastructure.
-
B.
NSW Minister for Transport
The NSW Minister for Transport is the New South Wales government cabinet member responsible for overseeing the state’s transport systems, policies, and agencies.
-
C.
Minister of Infrastructure and Housing
The Minister of Infrastructure and Housing is a senior Portuguese government cabinet position responsible for national transport networks, public works, and housing policy.
-
D.
Cabinet Secretary for Infrastructure, Investment and Cities
The Cabinet Secretary for Infrastructure, Investment and Cities was a senior Scottish Government ministerial post responsible for overseeing national infrastructure, economic investment, and urban development policy.
-
E.
Secretary of State for Transport
The Secretary of State for Transport is the UK government cabinet minister responsible for national transport policy, infrastructure, and regulation.
- 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_69bd4467db0881909b3b0982df32cc8f |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd7b27990c8190b6a3c24de09c8c18 |
completed | March 20, 2026, 4:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bef820285881909f0e569e020a58ae |
completed | March 21, 2026, 7:57 p.m. |
| NEDg | Description generation | batch_69bef8acecf48190a1d3f56640bf7784 |
completed | March 21, 2026, 7:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bef92017948190906d1be3551b54c2 |
completed | March 21, 2026, 8:01 p.m. |
Created at: March 20, 2026, 1:49 p.m.