Triple
T19683413
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Manukau City |
E472650
|
entity |
| Predicate | containedSuburb |
P76817
|
FINISHED |
| Object |
Pakuranga
Pakuranga is a residential suburb in East Auckland, New Zealand, known for its family-friendly neighborhoods, shopping centers, and proximity to the Tamaki River.
|
E1439869
|
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: Pakuranga | Statement: [Manukau City, containedSuburb, Pakuranga]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pakuranga Context triple: [Manukau City, containedSuburb, Pakuranga]
-
A.
Ōtaki
Ōtaki is a small coastal town on New Zealand’s Kāpiti Coast, known for its strong Māori heritage and historical significance as a 19th-century Ngāti Toa stronghold.
-
B.
Waitākere
Waitākere is a largely suburban and semi-rural area in West Auckland, New Zealand, known for its native bush, black-sand surf beaches, and the Waitākere Ranges.
-
C.
Kaiwaka
Kaiwaka is a small rural township in New Zealand known as the "Gateway to the North," serving as a key stop on State Highway 1 between Auckland and the Far North.
-
D.
Papatoetoe
Papatoetoe is a residential suburb in South Auckland, New Zealand, known for its cultural diversity and proximity to key transport links and commercial areas.
-
E.
Kohimarama
Kohimarama is a coastal suburb in Auckland, New Zealand, known for its sandy beach, waterfront promenade, and residential character overlooking the Hauraki Gulf.
- 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: Pakuranga Triple: [Manukau City, containedSuburb, Pakuranga]
Generated description
Pakuranga is a residential suburb in East Auckland, New Zealand, known for its family-friendly neighborhoods, shopping centers, and proximity to the Tamaki River.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pakuranga Target entity description: Pakuranga is a residential suburb in East Auckland, New Zealand, known for its family-friendly neighborhoods, shopping centers, and proximity to the Tamaki River.
-
A.
Ōtaki
Ōtaki is a small coastal town on New Zealand’s Kāpiti Coast, known for its strong Māori heritage and historical significance as a 19th-century Ngāti Toa stronghold.
-
B.
Waitākere
Waitākere is a largely suburban and semi-rural area in West Auckland, New Zealand, known for its native bush, black-sand surf beaches, and the Waitākere Ranges.
-
C.
Kaiwaka
Kaiwaka is a small rural township in New Zealand known as the "Gateway to the North," serving as a key stop on State Highway 1 between Auckland and the Far North.
-
D.
Papatoetoe
Papatoetoe is a residential suburb in South Auckland, New Zealand, known for its cultural diversity and proximity to key transport links and commercial areas.
-
E.
Kohimarama
Kohimarama is a coastal suburb in Auckland, New Zealand, known for its sandy beach, waterfront promenade, and residential character overlooking the Hauraki Gulf.
- 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_69d8e515bef88190bc30781aea50537a |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e641c126b88190820281058a1e7793 |
completed | April 20, 2026, 3:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08b3d1d0c081908edb5cbbe37057e2 |
completed | May 16, 2026, 6:13 p.m. |
| NEDg | Description generation | batch_6a08b51e41c08190a4fb6f8879998046 |
completed | May 16, 2026, 6:19 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08b61db7288190840ed6784a64673d |
completed | May 16, 2026, 6:23 p.m. |
Created at: April 10, 2026, 1:45 p.m.