Triple
T5601378
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bamaga |
E147126
|
entity |
| Predicate | hasAirServicesTo |
P51581
|
FINISHED |
| Object | Cairns |
E13925
|
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: Cairns | Statement: [Bamaga, hasAirServicesTo, Cairns]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cairns Context triple: [Bamaga, hasAirServicesTo, Cairns]
-
A.
Cairns
chosen
Cairns is a tropical coastal city in northeastern Australia known as a major gateway to the Great Barrier Reef and the Wet Tropics rainforest.
-
B.
Port Douglas
Port Douglas is a coastal resort town in Far North Queensland, Australia, known for its proximity to the Great Barrier Reef and the Daintree Rainforest.
-
C.
City of Darwin
The City of Darwin is the local government area that encompasses Darwin, the tropical capital and largest city of Australia's Northern Territory.
-
D.
Coffs Harbour
Coffs Harbour is a coastal city in northern New South Wales, Australia, known for its beaches, banana plantations, and the iconic Big Banana tourist attraction.
-
E.
Toowoomba
Toowoomba is a major regional city on the Darling Downs in eastern Australia, known for its gardens, annual Carnival of Flowers, and role as a service and education hub for southern Queensland.
- 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: hasAirServicesTo Context triple: [Bamaga, hasAirServicesTo, Cairns]
-
A.
hasAirlines
Indicates that one entity (such as an airport, city, or country) is served by or associated with one or more airline operators.
-
B.
operatesFlightsTo
Indicates that one entity (typically an airline) runs or provides flight services to the location represented by the other entity.
-
C.
airlineService
Indicates that an airline operates transportation services (such as flights) between specified locations or for specified routes.
-
D.
servesAirlineType
Indicates that a service provider (such as an airport, terminal, or facility) accommodates or operates flights for a specified type or category of airline.
-
E.
associatedAirportServes
chosen
Indicates that a given airport provides service to, or is used by, the associated entity (such as a city, region, or facility).
- 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_69c009043d648190a7af89698ccf1e3e |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c020da519c81908626b243e40db263 |
completed | March 22, 2026, 5:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0bf6a59448190ad187cc1924fd625 |
completed | March 23, 2026, 4:19 a.m. |
| PD | Predicate disambiguation | batch_69c01b1890ec8190b9e6fa488792e4d4 |
completed | March 22, 2026, 4:38 p.m. |
Created at: March 22, 2026, 3:39 p.m.