Triple
T21035033
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ballarat |
E518165
|
entity |
| Predicate | hasSuburb |
P747
|
FINISHED |
| Object | Ballarat East |
—
|
NE NERFINISHED |
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: Ballarat East | Statement: [Ballarat, hasSuburb, Ballarat East]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ballarat East Context triple: [Ballarat, hasSuburb, Ballarat East]
-
A.
Renmark
Renmark is a rural town in South Australia's Riverland region, known for its irrigated fruit production and location along the Murray River.
-
B.
Ballarat
chosen
Ballarat is a historic regional city in central Victoria, Australia, best known for its 19th-century gold rush heritage and well-preserved Victorian-era architecture.
-
C.
Frankston
Frankston is a coastal suburb in Melbourne, Victoria, known as a major residential and transport hub at the southeastern end of the metropolitan area.
-
D.
Dandenong South
Dandenong South is an industrial and commercial suburb in Melbourne’s south-east, known for its large manufacturing, logistics and warehousing precincts.
-
E.
Warragul
Warragul is a regional town in Victoria, Australia, serving as a key commercial and service centre for the West Gippsland area.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e0b503275c8190afd9a163f997c709 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e6fc858d808190a8489aac801a4f51 |
completed | April 21, 2026, 4:26 a.m. |
Created at: April 16, 2026, 2:01 p.m.