Triple
T11454561
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Central Regional TAFE Kalgoorlie campus |
E271491
|
entity |
| Predicate | governedBy |
P46
|
FINISHED |
| Object |
Western Australian Department of Training and Workforce Development
The Western Australian Department of Training and Workforce Development is a state government agency responsible for overseeing vocational education, training, and workforce development across Western Australia.
|
E925592
|
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: Western Australian Department of Training and Workforce Development | Statement: [Central Regional TAFE Kalgoorlie campus, governedBy, Western Australian Department of Training and Workforce Development]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Western Australian Department of Training and Workforce Development Context triple: [Central Regional TAFE Kalgoorlie campus, governedBy, Western Australian Department of Training and Workforce Development]
-
A.
Department of Primary Industries and Regional Development of Western Australia
The Department of Primary Industries and Regional Development of Western Australia is a state government agency responsible for managing and supporting Western Australia’s agriculture, fisheries, and regional development sectors.
-
B.
Department of Education and Training
The Department of Education and Training was a post-apartheid South African government department responsible for overseeing and reforming the national education and training system.
-
C.
Government of Western Australia
The Government of Western Australia is the state-level governing authority responsible for administering public policy, services, and legislation within the Australian state of Western Australia.
-
D.
Directorate for Fair Work, Employability and Skills
The Directorate for Fair Work, Employability and Skills is a Scottish Government body responsible for policies that promote fair work practices, enhance employability, and develop skills across Scotland’s workforce.
-
E.
Central Regional TAFE Kalgoorlie campus
Central Regional TAFE Kalgoorlie campus is a vocational education and training institution in Kalgoorlie, Western Australia, offering industry-focused courses and apprenticeships to support local workforce needs.
- 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: Western Australian Department of Training and Workforce Development Triple: [Central Regional TAFE Kalgoorlie campus, governedBy, Western Australian Department of Training and Workforce Development]
Generated description
The Western Australian Department of Training and Workforce Development is a state government agency responsible for overseeing vocational education, training, and workforce development across Western Australia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Western Australian Department of Training and Workforce Development Target entity description: The Western Australian Department of Training and Workforce Development is a state government agency responsible for overseeing vocational education, training, and workforce development across Western Australia.
-
A.
Department of Primary Industries and Regional Development of Western Australia
The Department of Primary Industries and Regional Development of Western Australia is a state government agency responsible for managing and supporting Western Australia’s agriculture, fisheries, and regional development sectors.
-
B.
Department of Education and Training
The Department of Education and Training was a post-apartheid South African government department responsible for overseeing and reforming the national education and training system.
-
C.
Government of Western Australia
The Government of Western Australia is the state-level governing authority responsible for administering public policy, services, and legislation within the Australian state of Western Australia.
-
D.
Directorate for Fair Work, Employability and Skills
The Directorate for Fair Work, Employability and Skills is a Scottish Government body responsible for policies that promote fair work practices, enhance employability, and develop skills across Scotland’s workforce.
-
E.
Central Regional TAFE Kalgoorlie campus
Central Regional TAFE Kalgoorlie campus is a vocational education and training institution in Kalgoorlie, Western Australia, offering industry-focused courses and apprenticeships to support local workforce needs.
- 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_69d6aadff8888190a13f253f0d460874 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d81c7057688190ad8aa99426e4ca30 |
completed | April 9, 2026, 9:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e5d3d740008190a05ccb789ac0906d |
completed | April 20, 2026, 7:20 a.m. |
| NEDg | Description generation | batch_69e5d67c56908190bb083fb4ce94acf3 |
completed | April 20, 2026, 7:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e5d924963c8190bfc55ffeb529a499 |
completed | April 20, 2026, 7:43 a.m. |
Created at: April 8, 2026, 9:35 p.m.