Triple
T14617247
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Blacktown |
E343116
|
entity |
| Predicate | hasEducationalInstitution |
P113
|
FINISHED |
| Object | TAFE NSW Blacktown |
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 Blacktown | Statement: [Blacktown, hasEducationalInstitution, TAFE NSW Blacktown]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: TAFE NSW Blacktown Context triple: [Blacktown, hasEducationalInstitution, TAFE NSW Blacktown]
-
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.
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.
-
C.
The Gordon TAFE
The Gordon TAFE is a major vocational education and training institute based in Geelong, Australia, offering a wide range of practical and industry-focused courses.
-
D.
TAFE
TAFE is Australia’s main system of publicly funded vocational education and training institutions that offer practical, career-focused courses and qualifications.
-
E.
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.
- 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_69d822dec68081908c2553145c4051dc |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb46439b88190a4affcc7ccedab6b |
completed | April 14, 2026, 9:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fda924c7308190931c03fbac57b0bf |
completed | May 8, 2026, 9:13 a.m. |
Created at: April 10, 2026, 1:25 a.m.