Triple
T21035057
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ballarat |
E518165
|
entity |
| Predicate | localGovernmentArea |
P3379
|
FINISHED |
| Object | City of Ballarat |
—
|
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: City of Ballarat | Statement: [Ballarat, localGovernmentArea, City of Ballarat]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: City of Ballarat Context triple: [Ballarat, localGovernmentArea, City of Ballarat]
-
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.
City of Yarra
The City of Yarra is an inner Melbourne local government area in Victoria, Australia, known for its dense urban neighborhoods, heritage architecture, and vibrant cultural and commercial precincts.
-
C.
Bendigo
Bendigo is a historic regional city in central Victoria, Australia, known for its 19th-century gold rush heritage and well-preserved Victorian architecture.
-
D.
Geelong
Geelong is a coastal city in the state of Victoria, Australia, known as a major regional center southwest of Melbourne.
-
E.
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.
- 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.