Triple
T10614107
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Minns ministry |
E276074
|
entity |
| Predicate | includesOffice |
P1268
|
FINISHED |
| Object |
Minister for Skills and TAFE
The Minister for Skills and TAFE is a New South Wales government cabinet position responsible for overseeing vocational education, training policy, and the TAFE system within the state.
|
E873950
|
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 Skills and TAFE | Statement: [Minns ministry, includesOffice, Minister for Skills and TAFE]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Minister for Skills and TAFE Context triple: [Minns ministry, includesOffice, Minister for Skills and TAFE]
-
A.
Minister for Employment, Education, Training and Youth Affairs (Australia)
The Minister for Employment, Education, Training and Youth Affairs (Australia) was a federal government portfolio responsible for overseeing national policies on jobs, schooling, vocational training, and youth-related programs.
-
B.
Minister for Education and Science (Australia)
The Minister for Education and Science (Australia) was a federal government portfolio responsible for overseeing national education policy and scientific research initiatives in Australia.
-
C.
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.
-
D.
Cabinet Secretary for Economy, Jobs and Fair Work
The Cabinet Secretary for Economy, Jobs and Fair Work was a senior Scottish Government ministerial post responsible for economic policy, employment, and promoting fair work practices across Scotland.
-
E.
Shadow Minister for Universities, Science and Skills
The Shadow Minister for Universities, Science and Skills is a UK opposition frontbench role responsible for scrutinising and proposing alternative policies on higher education, scientific research, and skills development.
- 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 Skills and TAFE Triple: [Minns ministry, includesOffice, Minister for Skills and TAFE]
Generated description
The Minister for Skills and TAFE is a New South Wales government cabinet position responsible for overseeing vocational education, training policy, and the TAFE system within the state.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Minister for Skills and TAFE Target entity description: The Minister for Skills and TAFE is a New South Wales government cabinet position responsible for overseeing vocational education, training policy, and the TAFE system within the state.
-
A.
Minister for Employment, Education, Training and Youth Affairs (Australia)
The Minister for Employment, Education, Training and Youth Affairs (Australia) was a federal government portfolio responsible for overseeing national policies on jobs, schooling, vocational training, and youth-related programs.
-
B.
Minister for Education and Science (Australia)
The Minister for Education and Science (Australia) was a federal government portfolio responsible for overseeing national education policy and scientific research initiatives in Australia.
-
C.
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.
-
D.
Cabinet Secretary for Economy, Jobs and Fair Work
The Cabinet Secretary for Economy, Jobs and Fair Work was a senior Scottish Government ministerial post responsible for economic policy, employment, and promoting fair work practices across Scotland.
-
E.
Shadow Minister for Universities, Science and Skills
The Shadow Minister for Universities, Science and Skills is a UK opposition frontbench role responsible for scrutinising and proposing alternative policies on higher education, scientific research, and skills development.
- 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_69d6aaf948d88190806cc3a8c47a3fb2 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d6df5ca94c8190aa3771925913defc |
completed | April 8, 2026, 11:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d95ecd44b08190bccbedd63544ba17 |
completed | April 10, 2026, 8:34 p.m. |
| NEDg | Description generation | batch_69d95fc0430c8190b968a651d854d041 |
completed | April 10, 2026, 8:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d9610843048190913190bf546d3df1 |
completed | April 10, 2026, 8:43 p.m. |
Created at: April 8, 2026, 7:33 p.m.