Triple
T14546344
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Transport Asset Holding Entity |
E341300
|
entity |
| Predicate | regulator |
P46
|
FINISHED |
| Object | New South Wales Minister for Transport |
E341292
|
NE FINISHED |
How this triple was built (2 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: New South Wales Minister for Transport | Statement: [Transport Asset Holding Entity, regulator, New South Wales Minister for Transport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: New South Wales Minister for Transport Context triple: [Transport Asset Holding Entity, regulator, New South Wales Minister for Transport]
-
A.
NSW Minister for Transport
chosen
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 Transport and Main Roads of Queensland
The Minister for Transport and Main Roads of Queensland is a senior government official responsible for overseeing the state’s transport systems and major road infrastructure.
-
C.
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.
-
D.
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.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d822db9c8481908213ceb39585f792 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb2ebdf9481909f4d2da1ad31099c |
completed | April 14, 2026, 9:34 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd8ab5d50881908f53f8b7539c6fde |
completed | May 8, 2026, 7:03 a.m. |
Created at: April 10, 2026, 1:22 a.m.