Triple
T14078116
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Campbelltown |
E338792
|
entity |
| Predicate | hasTAFECampus |
P26026
|
FINISHED |
| Object | TAFE NSW Campbelltown |
E137656
|
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: TAFE NSW Campbelltown | Statement: [Campbelltown, hasTAFECampus, TAFE NSW Campbelltown]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: TAFE NSW Campbelltown Context triple: [Campbelltown, hasTAFECampus, TAFE NSW Campbelltown]
-
A.
TAFE NSW campus
chosen
TAFE NSW campus is a vocational education and training facility in New South Wales, Australia, offering practical, career-focused courses across a range of industries.
-
B.
TAFE NSW Port Macquarie campus
TAFE NSW Port Macquarie campus is a vocational education and training facility in Port Macquarie offering practical, career-focused courses and qualifications across a range of industries.
-
C.
Central Regional TAFE
Central Regional TAFE is a Western Australian vocational education and training institution serving the state’s central region through multiple campuses and industry-focused courses.
-
D.
Muswellbrook TAFE campus
Muswellbrook TAFE campus is a vocational education and training facility in Muswellbrook, New South Wales, offering practical courses and skills development for local students and industries.
-
E.
TAFE SA campus
TAFE SA campus in Mount Gambier is a regional vocational education and training facility offering practical, career-focused courses to the local community in South Australia.
- 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_69d81c687b0c819087fd9ed4198403f8 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de5c5e027881908f610f5bab7598d4 |
completed | April 14, 2026, 3:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fcb670f51c819088e8d0137f8d3bb1 |
completed | May 7, 2026, 3:57 p.m. |
Created at: April 9, 2026, 10:21 p.m.