Triple
T21035032
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ballarat |
E518165
|
entity |
| Predicate | hasSuburb |
P747
|
FINISHED |
| Object | Ballarat Central |
—
|
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 Central | Statement: [Ballarat, hasSuburb, Ballarat Central]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ballarat Central Context triple: [Ballarat, hasSuburb, Ballarat Central]
-
A.
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.
-
B.
Renmark
Renmark is a rural town in South Australia's Riverland region, known for its irrigated fruit production and location along the Murray River.
-
C.
Shepparton
Shepparton is a regional city in northern Victoria, Australia, known as a major agricultural and fruit-growing centre on the traditional lands of the Yorta Yorta people.
-
D.
Castlemaine
Castlemaine is a historic gold rush town in central Victoria, Australia, known for its well-preserved heritage architecture, vibrant arts scene, and surrounding bushland.
-
E.
Moreton East
Moreton East is a local government electoral ward in the Cotswold district of Gloucestershire, England.
- 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.