Triple
T19683409
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Manukau City |
E472650
|
entity |
| Predicate | containedSuburb |
P76817
|
FINISHED |
| Object | Papatoetoe |
—
|
NE NERFINISHED |
How this triple was built (3 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: Papatoetoe | Statement: [Manukau City, containedSuburb, Papatoetoe]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Papatoetoe Context triple: [Manukau City, containedSuburb, Papatoetoe]
-
A.
Manukau
Manukau is a major urban area in South Auckland, New Zealand, known for its diverse population and role as a commercial and transport hub.
-
B.
Muriwai
Muriwai is a small coastal settlement in the Tairāwhiti/Gisborne region of New Zealand, known for its rural character and proximity to scenic beaches.
-
C.
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.
-
D.
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.
-
E.
Mangawhai Harbour
Mangawhai Harbour is a coastal inlet on New Zealand’s North Island known for its sand dunes, tidal estuary, and popular recreational activities such as boating and fishing.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Papatoetoe Target entity description: Papatoetoe is a residential suburb in South Auckland, New Zealand, known for its cultural diversity and proximity to key transport links and commercial areas.
-
A.
Manukau
Manukau is a major urban area in South Auckland, New Zealand, known for its diverse population and role as a commercial and transport hub.
-
B.
Muriwai
Muriwai is a small coastal settlement in the Tairāwhiti/Gisborne region of New Zealand, known for its rural character and proximity to scenic beaches.
-
C.
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.
-
D.
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.
-
E.
Mangawhai Harbour
Mangawhai Harbour is a coastal inlet on New Zealand’s North Island known for its sand dunes, tidal estuary, and popular recreational activities such as boating and fishing.
- F. None of above. chosen
Provenance (2 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. |
Created at: April 10, 2026, 1:45 p.m.