Triple
T20604133
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | NZHN |
E506257
|
entity |
| Predicate | operator |
P179
|
FINISHED |
| Object |
Waikato Regional Airport Limited
Waikato Regional Airport Limited is the company responsible for managing and operating Hamilton Airport and associated aviation facilities in New Zealand’s Waikato region.
|
E1439478
|
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: Waikato Regional Airport Limited | Statement: [NZHN, operator, Waikato Regional Airport Limited]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Waikato Regional Airport Limited Context triple: [NZHN, operator, Waikato Regional Airport Limited]
-
A.
Hawke's Bay Airport Limited
Hawke's Bay Airport Limited is the company responsible for managing and operating Hawke's Bay’s main regional airport in New Zealand.
-
B.
Nelson Airport Limited
Nelson Airport Limited is the company responsible for managing and operating Nelson Airport in New Zealand.
-
C.
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.
-
D.
Whanganui Airport
Whanganui Airport is a regional airport in Whanganui, New Zealand, providing domestic air services and general aviation facilities for the surrounding area.
-
E.
Rotorua Airport
Rotorua Airport is a regional airport in Rotorua, New Zealand, serving domestic flights and acting as a key gateway to the geothermal and tourism attractions of the central North Island.
- 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: Waikato Regional Airport Limited Triple: [NZHN, operator, Waikato Regional Airport Limited]
Generated description
Waikato Regional Airport Limited is the company responsible for managing and operating Hamilton Airport and associated aviation facilities in New Zealand’s Waikato region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Waikato Regional Airport Limited Target entity description: Waikato Regional Airport Limited is the company responsible for managing and operating Hamilton Airport and associated aviation facilities in New Zealand’s Waikato region.
-
A.
Hawke's Bay Airport Limited
Hawke's Bay Airport Limited is the company responsible for managing and operating Hawke's Bay’s main regional airport in New Zealand.
-
B.
Nelson Airport Limited
Nelson Airport Limited is the company responsible for managing and operating Nelson Airport in New Zealand.
-
C.
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.
-
D.
Whanganui Airport
Whanganui Airport is a regional airport in Whanganui, New Zealand, providing domestic air services and general aviation facilities for the surrounding area.
-
E.
Rotorua Airport
Rotorua Airport is a regional airport in Rotorua, New Zealand, serving domestic flights and acting as a key gateway to the geothermal and tourism attractions of the central North Island.
- 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_69e0b4bb2b4081908fa4a72444120f35 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6aa233e1881908749d2f29c2946e4 |
completed | April 20, 2026, 10:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08b3f56f748190a42864ae428c9f1b |
completed | May 16, 2026, 6:14 p.m. |
| NEDg | Description generation | batch_6a08b49702108190810c8e4f5a89ec36 |
completed | May 16, 2026, 6:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08b524b95c8190909c93d471e9397f |
completed | May 16, 2026, 6:19 p.m. |
Created at: April 16, 2026, 11:41 a.m.