Triple
T4286940
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Palmerston North |
E97291
|
entity |
| Predicate | hasSuburb |
P747
|
FINISHED |
| Object |
Hokowhitu
Hokowhitu is a residential suburb of Palmerston North, New Zealand, known for its riverside location, parks, and proximity to educational institutions.
|
E426003
|
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: Hokowhitu | Statement: [Palmerston North, hasSuburb, Hokowhitu]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hokowhitu Context triple: [Palmerston North, hasSuburb, Hokowhitu]
-
A.
Wharekauri
Wharekauri is the Māori name for the remote Chatham Islands archipelago east of mainland New Zealand.
-
B.
Maniaki
Maniaki is a small settlement located within the Kastoria regional unit in Western Macedonia, Greece.
-
C.
Ohaupo
Ohaupo is a small rural settlement in the Waikato region of New Zealand, located just south of Hamilton and known for its farming community and village atmosphere.
-
D.
Te Kowhai
Te Kowhai is a small rural settlement in the Waikato region of New Zealand, located just northwest of Hamilton.
-
E.
Onehunga
Onehunga is a suburb of Auckland, New Zealand, known for its diverse multicultural community and strong Pacific Island, particularly Tongan, presence.
- 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: Hokowhitu Triple: [Palmerston North, hasSuburb, Hokowhitu]
Generated description
Hokowhitu is a residential suburb of Palmerston North, New Zealand, known for its riverside location, parks, and proximity to educational institutions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hokowhitu Target entity description: Hokowhitu is a residential suburb of Palmerston North, New Zealand, known for its riverside location, parks, and proximity to educational institutions.
-
A.
Wharekauri
Wharekauri is the Māori name for the remote Chatham Islands archipelago east of mainland New Zealand.
-
B.
Maniaki
Maniaki is a small settlement located within the Kastoria regional unit in Western Macedonia, Greece.
-
C.
Ohaupo
Ohaupo is a small rural settlement in the Waikato region of New Zealand, located just south of Hamilton and known for its farming community and village atmosphere.
-
D.
Te Kowhai
Te Kowhai is a small rural settlement in the Waikato region of New Zealand, located just northwest of Hamilton.
-
E.
Onehunga
Onehunga is a suburb of Auckland, New Zealand, known for its diverse multicultural community and strong Pacific Island, particularly Tongan, presence.
- 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_69b3454595848190a0e6bbb6a2bea040 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3505d23d88190a638f2cc2acee9ee |
completed | March 12, 2026, 11:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5b7c8c1ac819086ded38c1abe9b63 |
completed | March 14, 2026, 7:32 p.m. |
| NEDg | Description generation | batch_69b5b8e9ab9c81909a19062a901e8a1b |
completed | March 14, 2026, 7:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5b95cfbdc8190b65cf338aa9abd5b |
completed | March 14, 2026, 7:39 p.m. |
Created at: March 12, 2026, 11:08 p.m.