Triple
T9260984
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marlborough Region |
E222576
|
entity |
| Predicate | hasAirport |
P105
|
FINISHED |
| Object |
Blenheim Airport
Blenheim Airport is a regional airport in New Zealand serving the town of Blenheim and the surrounding Marlborough wine-growing region.
|
E787841
|
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: Blenheim Airport | Statement: [Marlborough Region, hasAirport, Blenheim Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Blenheim Airport Context triple: [Marlborough Region, hasAirport, Blenheim Airport]
-
A.
Richard Pearse Airport
Richard Pearse Airport is a regional airport serving the Timaru area in New Zealand, named after aviation pioneer Richard Pearse.
-
B.
Nelson Airport
Nelson Airport is a regional airport in Nelson, New Zealand, serving as a key domestic hub with frequent connections to major New Zealand cities.
-
C.
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.
-
D.
Wellington Airport
Wellington Airport is the main international and domestic airport serving New Zealand’s capital city, Wellington, on the southern tip of the North Island.
-
E.
Dunedin Airport
Dunedin Airport is a regional international airport serving the city of Dunedin and the wider Otago region in New Zealand’s South 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: Blenheim Airport Triple: [Marlborough Region, hasAirport, Blenheim Airport]
Generated description
Blenheim Airport is a regional airport in New Zealand serving the town of Blenheim and the surrounding Marlborough wine-growing region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Blenheim Airport Target entity description: Blenheim Airport is a regional airport in New Zealand serving the town of Blenheim and the surrounding Marlborough wine-growing region.
-
A.
Richard Pearse Airport
Richard Pearse Airport is a regional airport serving the Timaru area in New Zealand, named after aviation pioneer Richard Pearse.
-
B.
Nelson Airport
Nelson Airport is a regional airport in Nelson, New Zealand, serving as a key domestic hub with frequent connections to major New Zealand cities.
-
C.
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.
-
D.
Wellington Airport
Wellington Airport is the main international and domestic airport serving New Zealand’s capital city, Wellington, on the southern tip of the North Island.
-
E.
Dunedin Airport
Dunedin Airport is a regional international airport serving the city of Dunedin and the wider Otago region in New Zealand’s South 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_69ca841f2e808190a64f4c31903a1332 |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd07175be881908a917573ec9b9081 |
completed | April 1, 2026, 11:52 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d09bfb7dfc8190bc337a54083e0dd9 |
completed | April 4, 2026, 5:04 a.m. |
| NEDg | Description generation | batch_69d09cc5cdd481908903ae0e49c1085d |
completed | April 4, 2026, 5:08 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d09d7364b48190ad3dd55711bd2534 |
completed | April 4, 2026, 5:11 a.m. |
Created at: March 30, 2026, 7:32 p.m.