Triple
T23329995
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Woodbourne Airport |
E591417
|
entity |
| Predicate | operator |
P179
|
FINISHED |
| Object |
Marlborough Airport Limited
Marlborough Airport Limited is the company responsible for managing and operating Marlborough’s main regional airport facilities and services in New Zealand.
|
E1579564
|
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: Marlborough Airport Limited | Statement: [Woodbourne Airport, operator, Marlborough Airport Limited]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marlborough Airport Limited Context triple: [Woodbourne Airport, operator, Marlborough Airport Limited]
-
A.
Nelson Airport Limited
Nelson Airport Limited is the company responsible for managing and operating Nelson Airport in New Zealand.
-
B.
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.
-
C.
Wellington International Airport Limited
Wellington International Airport Limited is the company responsible for operating and managing Wellington’s main international airport in New Zealand.
-
D.
Hobart Airport Pty Ltd
Hobart Airport Pty Ltd is the private company responsible for managing and operating Hobart Airport in Tasmania, Australia.
-
E.
Vantage Airport Group
Vantage Airport Group is a global airport management and development company that operates and invests in airports and related infrastructure projects around the world.
- 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: Marlborough Airport Limited Triple: [Woodbourne Airport, operator, Marlborough Airport Limited]
Generated description
Marlborough Airport Limited is the company responsible for managing and operating Marlborough’s main regional airport facilities and services in New Zealand.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marlborough Airport Limited Target entity description: Marlborough Airport Limited is the company responsible for managing and operating Marlborough’s main regional airport facilities and services in New Zealand.
-
A.
Nelson Airport Limited
Nelson Airport Limited is the company responsible for managing and operating Nelson Airport in New Zealand.
-
B.
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.
-
C.
Wellington International Airport Limited
Wellington International Airport Limited is the company responsible for operating and managing Wellington’s main international airport in New Zealand.
-
D.
Hobart Airport Pty Ltd
Hobart Airport Pty Ltd is the private company responsible for managing and operating Hobart Airport in Tasmania, Australia.
-
E.
Vantage Airport Group
Vantage Airport Group is a global airport management and development company that operates and invests in airports and related infrastructure projects around the world.
- 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_69e25d20156c81908c5c53195bd9c738 |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f197ece360819099da8443dd86a355 |
completed | April 29, 2026, 5:32 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c4cae1af88190a6e140a7e8b2ffd6 |
completed | May 19, 2026, 11:42 a.m. |
| NEDg | Description generation | batch_6a0c4e669b6481909f198d1c51b68bf3 |
completed | May 19, 2026, 11:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c4f011a188190b801f2ae0f134356 |
completed | May 19, 2026, 11:52 a.m. |
Created at: April 17, 2026, 5:15 p.m.