Triple
T12249498
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cabinet of South Australia |
E291934
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Minister for Human Services (South Australia)
The Minister for Human Services (South Australia) is a senior state government portfolio responsible for overseeing social services, community support, and welfare programs within South Australia.
|
E972041
|
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 Human Services (South Australia) | Statement: [Cabinet of South Australia, hasMember, Minister for Human Services (South Australia)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Minister for Human Services (South Australia) Context triple: [Cabinet of South Australia, hasMember, Minister for Human Services (South Australia)]
-
A.
Minister for Health and Ageing (Australia)
The Minister for Health and Ageing (Australia) is a senior Australian government cabinet position responsible for overseeing national health policy, public hospitals, Medicare, and services for older Australians.
-
B.
Minister for Social Development
The Minister for Social Development is a senior New Zealand government cabinet position responsible for overseeing social welfare policy, income support, and related community services.
-
C.
Minister for Social Security
The Minister for Social Security is a government cabinet role responsible for overseeing a nation's social welfare, benefits, and income support systems.
-
D.
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.
-
E.
Minister for Employment and Workplace Relations (Australia)
The Minister for Employment and Workplace Relations (Australia) is a senior Australian government cabinet role responsible for national policies on jobs, industrial relations, and workplace standards.
- 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 Human Services (South Australia) Triple: [Cabinet of South Australia, hasMember, Minister for Human Services (South Australia)]
Generated description
The Minister for Human Services (South Australia) is a senior state government portfolio responsible for overseeing social services, community support, and welfare programs within South Australia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Minister for Human Services (South Australia) Target entity description: The Minister for Human Services (South Australia) is a senior state government portfolio responsible for overseeing social services, community support, and welfare programs within South Australia.
-
A.
Minister for Health and Ageing (Australia)
The Minister for Health and Ageing (Australia) is a senior Australian government cabinet position responsible for overseeing national health policy, public hospitals, Medicare, and services for older Australians.
-
B.
Minister for Social Development
The Minister for Social Development is a senior New Zealand government cabinet position responsible for overseeing social welfare policy, income support, and related community services.
-
C.
Minister for Social Security
The Minister for Social Security is a government cabinet role responsible for overseeing a nation's social welfare, benefits, and income support systems.
-
D.
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.
-
E.
Minister for Employment and Workplace Relations (Australia)
The Minister for Employment and Workplace Relations (Australia) is a senior Australian government cabinet role responsible for national policies on jobs, industrial relations, and workplace standards.
- 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_69d6ab67950c8190be08450a06228c4b |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d91cc50d808190a3c8d1ada31a6a91 |
completed | April 10, 2026, 3:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f60abbf75c81908a25e1c0a4aee8c1 |
completed | May 2, 2026, 2:31 p.m. |
| NEDg | Description generation | batch_69f60f2154c8819081f9cf6f51e5255b |
completed | May 2, 2026, 2:50 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f60fe8c2ec8190af7c69dd17ea75fe |
completed | May 2, 2026, 2:53 p.m. |
Created at: April 8, 2026, 9:52 p.m.