Triple
T21035020
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ballarat |
E518165
|
entity |
| Predicate | isPartOf |
P10
|
FINISHED |
| Object | Central Highlands of Victoria |
—
|
NE NERFINISHED |
How this triple was built (3 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: Central Highlands of Victoria | Statement: [Ballarat, isPartOf, Central Highlands of Victoria]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Central Highlands of Victoria Context triple: [Ballarat, isPartOf, Central Highlands of Victoria]
-
A.
Dandenong Ranges
The Dandenong Ranges are a low mountain range and popular forested getaway near Melbourne, Australia, known for their lush temperate rainforests, scenic lookouts, and historic Puffing Billy steam railway.
-
B.
Central Highlands of Tasmania
The Central Highlands of Tasmania is a rugged, sparsely populated plateau region in central Tasmania known for its mountains, lakes, and wilderness landscapes within the island’s interior.
-
C.
Grampians region
The Grampians region is a scenic area of western Victoria, Australia, known for its rugged sandstone mountain ranges, rich Aboriginal heritage, and outdoor recreation centered around the Grampians National Park.
-
D.
Yarra Ranges
Yarra Ranges is a mountainous and forested region in Victoria, Australia, known for its national parks, cool-climate vineyards, and role as the headwaters of the Yarra River.
-
E.
South Gippsland hills
The South Gippsland hills are a scenic, rolling highland region in southeastern Victoria, Australia, known for their lush farmland, forests, and coastal proximity.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Central Highlands of Victoria Target entity description: The Central Highlands of Victoria is a region in southeastern Australia known for its elevated landscapes, cool climate, gold rush heritage towns, and significant forested and agricultural areas.
-
A.
Dandenong Ranges
The Dandenong Ranges are a low mountain range and popular forested getaway near Melbourne, Australia, known for their lush temperate rainforests, scenic lookouts, and historic Puffing Billy steam railway.
-
B.
Central Highlands of Tasmania
The Central Highlands of Tasmania is a rugged, sparsely populated plateau region in central Tasmania known for its mountains, lakes, and wilderness landscapes within the island’s interior.
-
C.
Grampians region
The Grampians region is a scenic area of western Victoria, Australia, known for its rugged sandstone mountain ranges, rich Aboriginal heritage, and outdoor recreation centered around the Grampians National Park.
-
D.
Yarra Ranges
Yarra Ranges is a mountainous and forested region in Victoria, Australia, known for its national parks, cool-climate vineyards, and role as the headwaters of the Yarra River.
-
E.
South Gippsland hills
The South Gippsland hills are a scenic, rolling highland region in southeastern Victoria, Australia, known for their lush farmland, forests, and coastal proximity.
- F. None of above. chosen
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.