Triple
T16937228
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Whakatāne |
E410860
|
entity |
| Predicate | hasAirport |
P105
|
FINISHED |
| Object |
Whakatāne Airport
Whakatāne Airport is a regional airport in New Zealand’s Bay of Plenty region that serves the town of Whakatāne and its surrounding communities.
|
E1241130
|
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: Whakatāne Airport | Statement: [Whakatāne, hasAirport, Whakatāne Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Whakatāne Airport Context triple: [Whakatāne, hasAirport, Whakatāne 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.
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.
-
C.
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.
-
D.
Taupo Airport
Taupo Airport is a regional airport in Taupō, New Zealand, serving domestic flights and general aviation near the shores of Lake Taupō.
-
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: Whakatāne Airport Triple: [Whakatāne, hasAirport, Whakatāne Airport]
Generated description
Whakatāne Airport is a regional airport in New Zealand’s Bay of Plenty region that serves the town of Whakatāne and its surrounding communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Whakatāne Airport Target entity description: Whakatāne Airport is a regional airport in New Zealand’s Bay of Plenty region that serves the town of Whakatāne and its surrounding communities.
-
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.
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.
-
C.
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.
-
D.
Taupo Airport
Taupo Airport is a regional airport in Taupō, New Zealand, serving domestic flights and general aviation near the shores of Lake Taupō.
-
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_69d886c886688190967be07322597ac9 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3cf2adf448190ab0dbebb3addbd80 |
completed | April 18, 2026, 6:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00cfe5210c8190873be6ccf2369b34 |
completed | May 10, 2026, 6:35 p.m. |
| NEDg | Description generation | batch_6a00d0a0852c8190991af93d50fa2216 |
completed | May 10, 2026, 6:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00d14d13548190bb09408d28ff1ef8 |
completed | May 10, 2026, 6:41 p.m. |
Created at: April 10, 2026, 5:30 a.m.