Triple
T13621071
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Matamata-Piako District |
E325453
|
entity |
| Predicate | hasSeat |
P3522
|
FINISHED |
| Object |
Te Aroha
Te Aroha is a small rural town in New Zealand’s Waikato region, known for its historic spa, scenic mountain backdrop, and role as an administrative and service hub for the surrounding farming community.
|
E1050215
|
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: Te Aroha | Statement: [Matamata-Piako District, hasSeat, Te Aroha]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Te Aroha Context triple: [Matamata-Piako District, hasSeat, Te Aroha]
-
A.
Te Anau
Te Anau is a small lakeside town in New Zealand’s South Island that serves as the main gateway and service hub for exploring Fiordland’s famous fjords, tracks, and wilderness.
-
B.
Te Arataura
Te Arataura is the executive governing body of Waikato-Tainui, responsible for leading the tribe’s strategic, political, and economic affairs.
-
C.
Onerahi
Onerahi is a coastal suburb of Whangārei in Northland, New Zealand, known for its harbour views and proximity to Whangārei Airport.
-
D.
Teaoraereke
Teaoraereke is a settlement on Tarawa Atoll in Kiribati, known for being part of the country’s densely populated urban area around the capital, South Tarawa.
-
E.
Ōhinehou
Ōhinehou is the traditional Māori name for the port town of Lyttelton in Canterbury, New Zealand.
- 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: Te Aroha Triple: [Matamata-Piako District, hasSeat, Te Aroha]
Generated description
Te Aroha is a small rural town in New Zealand’s Waikato region, known for its historic spa, scenic mountain backdrop, and role as an administrative and service hub for the surrounding farming community.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Te Aroha Target entity description: Te Aroha is a small rural town in New Zealand’s Waikato region, known for its historic spa, scenic mountain backdrop, and role as an administrative and service hub for the surrounding farming community.
-
A.
Te Anau
Te Anau is a small lakeside town in New Zealand’s South Island that serves as the main gateway and service hub for exploring Fiordland’s famous fjords, tracks, and wilderness.
-
B.
Te Arataura
Te Arataura is the executive governing body of Waikato-Tainui, responsible for leading the tribe’s strategic, political, and economic affairs.
-
C.
Onerahi
Onerahi is a coastal suburb of Whangārei in Northland, New Zealand, known for its harbour views and proximity to Whangārei Airport.
-
D.
Teaoraereke
Teaoraereke is a settlement on Tarawa Atoll in Kiribati, known for being part of the country’s densely populated urban area around the capital, South Tarawa.
-
E.
Ōhinehou
Ōhinehou is the traditional Māori name for the port town of Lyttelton in Canterbury, New Zealand.
- 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_69d8076aae28819092cf636190ee5529 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbb0b0c9008190836242da2d6a8cbe |
completed | April 12, 2026, 2:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f77fa291f48190a0ee7a228ea303bc |
completed | May 3, 2026, 5:02 p.m. |
| NEDg | Description generation | batch_69f780a8f3fc8190b3fce40e2de318af |
completed | May 3, 2026, 5:06 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7812aa15081909793181722f9d442 |
completed | May 3, 2026, 5:08 p.m. |
Created at: April 9, 2026, 9:50 p.m.