Triple
T2428864
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lismore |
E52794
|
entity |
| Predicate | isRegionalCentreFor |
P164
|
FINISHED |
| Object | Northern Rivers education services |
E232952
|
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: Northern Rivers education services | Statement: [Lismore, isRegionalCentreFor, Northern Rivers education services]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Northern Rivers education services Context triple: [Lismore, isRegionalCentreFor, Northern Rivers education services]
-
A.
New South Wales Department of Education
The New South Wales Department of Education is the state government agency responsible for delivering public education and related services across New South Wales, Australia.
-
B.
Northern Rivers
chosen
Northern Rivers is a coastal region in northeastern New South Wales, Australia, known for its subtropical climate, river systems, beaches, and hinterland ranges.
-
C.
Sunraysia Institute of TAFE
Sunraysia Institute of TAFE is a regional Australian vocational education and training provider serving the Mildura area and surrounding Sunraysia region.
-
D.
Southern Riverina News
Southern Riverina News is a regional Australian newspaper serving Finley and the surrounding Southern Riverina community with local news and information.
-
E.
Wodonga TAFE
Wodonga TAFE is a vocational education and training institute in Wodonga, Victoria, Australia, offering a range of practical, career-focused courses and apprenticeships.
- 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_69ab4959bcc0819083246f9fb10439e3 |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abc99e1b548190aca9a0ba72a9b0f7 |
completed | March 7, 2026, 6:45 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aebf6634a48190af82eab6b9750323 |
completed | March 9, 2026, 12:39 p.m. |
Created at: March 6, 2026, 9:43 p.m.