Triple
T4680149
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Whangārei |
E103778
|
entity |
| Predicate | hasAirport |
P105
|
FINISHED |
| Object |
Whangārei Airport
Whangārei Airport is a regional airport in Northland, New Zealand, providing domestic air services and connecting the city of Whangārei with major urban centers.
|
E461843
|
NE FINISHED |
How this triple was built (4 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: Whangārei Airport | Statement: [Whangārei, hasAirport, Whangārei Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Whangārei Airport Context triple: [Whangārei, hasAirport, Whangārei Airport]
-
A.
Whanganui Airport
Whanganui Airport is a regional airport in Whanganui, New Zealand, providing domestic air services and general aviation facilities for the surrounding area.
-
B.
Tauranga Airport
Tauranga Airport is a regional airport in Tauranga, New Zealand, serving the Bay of Plenty area on the North Island with domestic flights and general aviation services.
-
C.
Gisborne Airport
Gisborne Airport is a regional airport on New Zealand’s North Island known for its unique runway intersected by an active railway line.
-
D.
Hawke's Bay Airport
Hawke's Bay Airport is a regional airport in New Zealand serving the cities of Napier and Hastings and the wider Hawke's Bay region.
-
E.
Palmerston North Airport
Palmerston North Airport is a regional airport in Palmerston North, New Zealand, serving domestic flights and acting as a key air transport hub for the Manawatū region.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Whangārei Airport Triple: [Whangārei, hasAirport, Whangārei Airport]
Generated description
Whangārei Airport is a regional airport in Northland, New Zealand, providing domestic air services and connecting the city of Whangārei with major urban centers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Whangārei Airport Target entity description: Whangārei Airport is a regional airport in Northland, New Zealand, providing domestic air services and connecting the city of Whangārei with major urban centers.
-
A.
Whanganui Airport
Whanganui Airport is a regional airport in Whanganui, New Zealand, providing domestic air services and general aviation facilities for the surrounding area.
-
B.
Tauranga Airport
Tauranga Airport is a regional airport in Tauranga, New Zealand, serving the Bay of Plenty area on the North Island with domestic flights and general aviation services.
-
C.
Gisborne Airport
Gisborne Airport is a regional airport on New Zealand’s North Island known for its unique runway intersected by an active railway line.
-
D.
Hawke's Bay Airport
Hawke's Bay Airport is a regional airport in New Zealand serving the cities of Napier and Hastings and the wider Hawke's Bay region.
-
E.
Palmerston North Airport
Palmerston North Airport is a regional airport in Palmerston North, New Zealand, serving domestic flights and acting as a key air transport hub for the Manawatū region.
- F. None of above. chosen
Provenance (5 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_69bd43dda32c8190938b37744ca270fc |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd636c105081908655ab384f539f38 |
completed | March 20, 2026, 3:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be03a8b7a88190bfc4f68438694995 |
completed | March 21, 2026, 2:34 a.m. |
| NEDg | Description generation | batch_69be0440e7c881908743b7af9b2fa347 |
completed | March 21, 2026, 2:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be04e0f1b08190b3e617150e34648c |
completed | March 21, 2026, 2:39 a.m. |
Created at: March 20, 2026, 1:16 p.m.