Triple
T3347917
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marcoola |
E70418
|
entity |
| Predicate | isPartOf |
P10
|
FINISHED |
| Object | Sunshine Coast urban area |
E13507
|
NE FINISHED |
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: Sunshine Coast urban area | Statement: [Marcoola, isPartOf, Sunshine Coast urban area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sunshine Coast urban area Context triple: [Marcoola, isPartOf, Sunshine Coast urban area]
-
A.
Gold Coast–Tweed Heads urban area
The Gold Coast–Tweed Heads urban area is a major coastal conurbation spanning the Queensland–New South Wales border in eastern Australia, known for its tourism, beaches, and high-rise skyline.
-
B.
Sunshine Coast
chosen
Sunshine Coast is a coastal region in southeastern Queensland, Australia, known for its beaches, surf spots, and relaxed lifestyle.
-
C.
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.
-
D.
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.
-
E.
Gold Coast region
The Gold Coast region is a major coastal area in southeastern Queensland, Australia, known for its beaches, high-rise skyline, tourism, and theme parks.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ad85a4ef7c8190a29e2bbd6fa454e4 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb21c64448190a29631ea8f029868 |
completed | March 8, 2026, 5:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b37394eeb48190aeded149cc84b2f1 |
completed | March 13, 2026, 2:16 a.m. |
Created at: March 8, 2026, 3:12 p.m.