Triple
T8123024
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tony Abbott |
E189653
|
entity |
| Predicate | positionHeld |
P8
|
FINISHED |
| Object | Minister for Employment, Workplace Relations and Small Business (Australia) |
E714638
|
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: Minister for Employment, Workplace Relations and Small Business (Australia) | Statement: [Tony Abbott, positionHeld, Minister for Employment, Workplace Relations and Small Business (Australia)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Minister for Employment, Workplace Relations and Small Business (Australia) Context triple: [Tony Abbott, positionHeld, Minister for Employment, Workplace Relations and Small Business (Australia)]
-
A.
Minister for Employment and Workplace Relations (Australia)
chosen
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.
-
B.
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.
-
C.
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.
-
D.
Minister of Labour and National Service
The Minister of Labour and National Service was a key British government cabinet position responsible for employment policy, industrial relations, and manpower organization, especially during and after the Second World War.
-
E.
Secretary of State for Employment and Productivity
The Secretary of State for Employment and Productivity was a UK Cabinet position responsible for overseeing employment policy, industrial relations, and workplace productivity during the late 1960s and early 1970s.
- 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_69ca82bb74848190afb1f18640632c10 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb435cb30881909ccaa2f625e53799 |
completed | March 31, 2026, 3:45 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ccbeb0e12c8190863f7566d4c40953 |
completed | April 1, 2026, 6:44 a.m. |
Created at: March 30, 2026, 5:33 p.m.