Triple
T3712507
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Maroochydore |
E81447
|
entity |
| Predicate | hasCBDProject |
P14971
|
FINISHED |
| Object | Maroochydore City Centre |
E81447
|
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: Maroochydore City Centre | Statement: [Maroochydore, hasCBDProject, Maroochydore City Centre]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Maroochydore City Centre Context triple: [Maroochydore, hasCBDProject, Maroochydore City Centre]
-
A.
Maroochydore
chosen
Maroochydore is a coastal urban centre in Queensland, Australia, known as a key commercial, retail, and administrative hub of the Sunshine Coast region.
-
B.
Sunshine Beach
Sunshine Beach is a coastal suburb on Queensland’s Sunshine Coast known for its long sandy beach, surf breaks, and relaxed village atmosphere.
-
C.
Mooloolaba Wharf precinct
Mooloolaba Wharf precinct is a waterfront dining, shopping, and entertainment area on Queensland’s Sunshine Coast, known for its marina, eateries, and tourist activities.
-
D.
Noosa Heads
Noosa Heads is a popular coastal resort town in Queensland, Australia, known for its beaches, national park, and vibrant tourism scene.
-
E.
Crescent Head
Crescent Head is a small coastal town on the Mid North Coast of New South Wales, Australia, known for its renowned surf breaks and relaxed beachside atmosphere.
- 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: hasCBDProject Context triple: [Maroochydore, hasCBDProject, Maroochydore City Centre]
-
A.
hasProject
chosen
Indicates that an entity is associated with or responsible for a particular project.
-
B.
isNonIntoxicating
Indicates that something does not cause intoxication or impair a person's mental or physical faculties.
-
C.
hasProduction
Indicates that an entity is associated with, or responsible for, the creation or manufacture of another entity or product.
-
D.
hasCentralCandle
Indicates that an object or arrangement includes a primary candle positioned at its center.
-
E.
hasCP
Indicates that an entity possesses, is associated with, or is characterized by a specific CP (such as a control point, contact person, or configuration parameter), depending on the domain context.
- 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_69b4ce0834288190b16cf49477dc2ed9 |
completed | March 14, 2026, 2:55 a.m. |
| PD | Predicate disambiguation | batch_69adc041a8608190a2d543dab6d2ef6c |
completed | March 8, 2026, 6:30 p.m. |
Created at: March 8, 2026, 3:33 p.m.