Triple
T4822340
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Manukau Harbour |
E107738
|
entity |
| Predicate | near |
P350
|
FINISHED |
| Object |
Pukekohe
Pukekohe is a town in the Auckland Region of New Zealand, known for its rich agricultural land and motor racing circuit.
|
E477885
|
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: Pukekohe | Statement: [Manukau Harbour, near, Pukekohe]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pukekohe Context triple: [Manukau Harbour, near, Pukekohe]
-
A.
Māngere
Māngere is a suburb of Auckland, New Zealand, known for its proximity to Auckland Airport and its culturally diverse community.
-
B.
Mount Roskill
Mount Roskill is a suburban area and volcanic cone in Auckland, New Zealand, known for its diverse community and residential character.
-
C.
North Shore, Auckland
North Shore, Auckland is a coastal urban area on the northern side of Auckland, New Zealand, known for its beaches, residential suburbs, and commercial centers.
-
D.
Otahuhu
Otahuhu is a suburb of Auckland, New Zealand, known for its strong Pacific Islander presence and vibrant Tongan community.
-
E.
Te Awamutu
Te Awamutu is a rural service town in New Zealand known for its dairy farming hinterland and location south of Hamilton on the 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: Pukekohe Triple: [Manukau Harbour, near, Pukekohe]
Generated description
Pukekohe is a town in the Auckland Region of New Zealand, known for its rich agricultural land and motor racing circuit.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pukekohe Target entity description: Pukekohe is a town in the Auckland Region of New Zealand, known for its rich agricultural land and motor racing circuit.
-
A.
Māngere
Māngere is a suburb of Auckland, New Zealand, known for its proximity to Auckland Airport and its culturally diverse community.
-
B.
Mount Roskill
Mount Roskill is a suburban area and volcanic cone in Auckland, New Zealand, known for its diverse community and residential character.
-
C.
North Shore, Auckland
North Shore, Auckland is a coastal urban area on the northern side of Auckland, New Zealand, known for its beaches, residential suburbs, and commercial centers.
-
D.
Otahuhu
Otahuhu is a suburb of Auckland, New Zealand, known for its strong Pacific Islander presence and vibrant Tongan community.
-
E.
Te Awamutu
Te Awamutu is a rural service town in New Zealand known for its dairy farming hinterland and location south of Hamilton on the 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_69bd43f9efa081908314cb3e94fa1695 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd6caa95ec8190bea525dbf3a00477 |
completed | March 20, 2026, 3:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be6fa6479c8190b04c2ff50b98ad1d |
completed | March 21, 2026, 10:15 a.m. |
| NEDg | Description generation | batch_69be7012b1bc819099a91adecd2b46ac |
completed | March 21, 2026, 10:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be707707dc81908ef4a2efa23411b1 |
completed | March 21, 2026, 10:18 a.m. |
Created at: March 20, 2026, 1:24 p.m.