Triple
T8654557
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oban |
E205381
|
entity |
| Predicate | connectedByAirTo |
P51581
|
FINISHED |
| Object | Invercargill |
E138651
|
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: Invercargill | Statement: [Oban, connectedByAirTo, Invercargill]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Invercargill Context triple: [Oban, connectedByAirTo, Invercargill]
-
A.
Invercargill
chosen
Invercargill is a southern New Zealand city known as one of the country's southernmost urban centers and a gateway to the Southland region and nearby natural attractions.
-
B.
Greymouth
Greymouth is a coastal town on New Zealand’s West Coast known for its gold-mining history, rugged scenery, and role as a regional service and transport hub.
-
C.
Dunedin
Dunedin is a major coastal city in the South Island of New Zealand, known for its Scottish heritage, historic architecture, and proximity to unique wildlife on the Otago Peninsula.
-
D.
Timaru
Timaru is a coastal port town and service center on the east coast of New Zealand’s South Island.
-
E.
Hāwera
Hāwera is a town in New Zealand known for its dairy industry and as a service and commercial hub in the South Taranaki District.
- 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: connectedByAirTo Context triple: [Oban, connectedByAirTo, Invercargill]
-
A.
connectsWithAirport
Indicates that there is a direct transportation or operational link established between an entity and an airport.
-
B.
operatesFlightsTo
Indicates that one entity (typically an airline) runs or provides flight services to the location represented by the other entity.
-
C.
associatedAirport
Indicates a relationship where an entity is linked or connected to a specific airport, typically as its relevant or corresponding airport.
-
D.
associatedWithAirportName
Indicates a relationship where an entity is linked or connected to a specific airport by its name.
-
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_69ca8350897c819086cde7596fbe5fe7 |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc48432568819093b9a867b4f62b78 |
completed | March 31, 2026, 10:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cef373a22c8190931b4107c68e7017 |
completed | April 2, 2026, 10:53 p.m. |
| PD | Predicate disambiguation | batch_69cc45619460819091e83ffdec99c865 |
completed | March 31, 2026, 10:06 p.m. |
Created at: March 30, 2026, 6:29 p.m.