Triple
T3712495
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Maroochydore |
E81447
|
entity |
| Predicate | isRetailCentreOf |
P47325
|
FINISHED |
| Object | Sunshine Coast |
E13507
|
NE FINISHED |
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: Sunshine Coast | Statement: [Maroochydore, isRetailCentreOf, Sunshine Coast]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sunshine Coast Context triple: [Maroochydore, isRetailCentreOf, Sunshine Coast]
-
A.
Sunshine Coast
chosen
Sunshine Coast is a coastal region in southeastern Queensland, Australia, known for its beaches, surf spots, and relaxed lifestyle.
-
B.
Sunshine Coast
Sunshine Coast is a scenic coastal region in South Africa’s Eastern Cape known for its sandy beaches, warm climate, and popular seaside holiday towns.
-
C.
Sunshine Coast
The Sunshine Coast is a scenic coastal region in southwestern British Columbia, Canada, known for its mild climate, forested mountains, and oceanfront communities accessible mainly by ferry or air.
-
D.
Fraser Coast Region
Fraser Coast Region is a local government area in Queensland, Australia, known for its coastal communities, whale-watching tourism, and proximity to World Heritage–listed natural attractions.
-
E.
Coffs Coast
Coffs Coast is a coastal region in northern New South Wales, Australia, known for its beaches, subtropical climate, and the city of Coffs Harbour.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: isRetailCentreOf Context triple: [Maroochydore, isRetailCentreOf, Sunshine Coast]
-
A.
shoppingCenterInstanceOf
Indicates that a specific shopping center is an instance of a particular type or class of shopping centers.
-
B.
isFashionCenterFor
Indicates that something serves as a primary hub or focal point for fashion-related activities, influence, or industry.
-
C.
hasRetailPresenceIn
Indicates that an entity conducts retail operations or maintains a retail outlet, store, or sales presence within a specified location.
-
D.
isShoppingDestination
chosen
Indicates that a place serves as a primary location where people go to shop for goods or services.
-
E.
isRegionalServiceCentre
Indicates that an entity functions as a regional service center responsible for providing services or support to a defined geographic area.
- F. None of above.
Provenance (4 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_69ad8b1a81588190b3f27a5483bb610e |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69adc9cbc5648190936f93868086167e |
completed | March 8, 2026, 7:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b627a72da881908e1a4965177727eb |
completed | March 15, 2026, 3:29 a.m. |
| PD | Predicate disambiguation | batch_69adc041a8608190a2d543dab6d2ef6c |
completed | March 8, 2026, 6:30 p.m. |
Created at: March 8, 2026, 3:33 p.m.