Triple
T9636568
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Transport for NSW |
E232946
|
entity |
| Predicate | implementsPolicyOf |
P1051
|
FINISHED |
| Object |
Minister for Roads (New South Wales)
The Minister for Roads (New South Wales) is a state government portfolio responsible for overseeing road transport policy, planning, and infrastructure across New South Wales.
|
E811582
|
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 Roads (New South Wales) | Statement: [Transport for NSW, implementsPolicyOf, Minister for Roads (New South Wales)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Minister for Roads (New South Wales) Context triple: [Transport for NSW, implementsPolicyOf, Minister for Roads (New South Wales)]
-
A.
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.
-
B.
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.
-
C.
Minister for Public Works of New South Wales
The Minister for Public Works of New South Wales was a senior government portfolio responsible for overseeing the planning, construction, and maintenance of public infrastructure and works across the Australian state of New South Wales.
-
D.
state road authority of New South Wales
The state road authority of New South Wales is the government agency responsible for planning, building, and maintaining the state’s road and transport infrastructure network.
-
E.
Minister for Planning (New South Wales)
The Minister for Planning (New South Wales) is a senior state government minister responsible for overseeing land-use planning, urban development, and environmental assessment across New South Wales.
- 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 Roads (New South Wales) Triple: [Transport for NSW, implementsPolicyOf, Minister for Roads (New South Wales)]
Generated description
The Minister for Roads (New South Wales) is a state government portfolio responsible for overseeing road transport policy, planning, and infrastructure across New South Wales.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Minister for Roads (New South Wales) Target entity description: The Minister for Roads (New South Wales) is a state government portfolio responsible for overseeing road transport policy, planning, and infrastructure across New South Wales.
-
A.
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.
-
B.
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.
-
C.
Minister for Public Works of New South Wales
The Minister for Public Works of New South Wales was a senior government portfolio responsible for overseeing the planning, construction, and maintenance of public infrastructure and works across the Australian state of New South Wales.
-
D.
state road authority of New South Wales
The state road authority of New South Wales is the government agency responsible for planning, building, and maintaining the state’s road and transport infrastructure network.
-
E.
Minister for Planning (New South Wales)
The Minister for Planning (New South Wales) is a senior state government minister responsible for overseeing land-use planning, urban development, and environmental assessment across New South Wales.
- 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_69ca848940cc8190b97cec654cb3bb4a |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd9b5045cc8190ab717f42d803e010 |
completed | April 1, 2026, 10:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1823e32c48190a442b77a0f7c8180 |
completed | April 4, 2026, 9:27 p.m. |
| NEDg | Description generation | batch_69d18393656c81908821ae0d7af83a57 |
completed | April 4, 2026, 9:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d183f733cc8190bbb69c035c1d397a |
completed | April 4, 2026, 9:34 p.m. |
Created at: March 30, 2026, 8:11 p.m.