Triple
T16442523
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ngatea |
E399338
|
entity |
| Predicate | hasLocalFeature |
P182
|
FINISHED |
| Object |
Hauraki Plains College
Hauraki Plains College is a secondary school serving the rural community of Ngatea and the wider Hauraki Plains region in New Zealand.
|
E1214472
|
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: Hauraki Plains College | Statement: [Ngatea, hasLocalFeature, Hauraki Plains College]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hauraki Plains College Context triple: [Ngatea, hasLocalFeature, Hauraki Plains College]
-
A.
Ōtaki College
Ōtaki College is a secondary school located in the town of Ōtaki on New Zealand’s Kāpiti Coast.
-
B.
Putāruru College
Putāruru College is a secondary school located in the town of Putāruru in New Zealand.
-
C.
Whanganui City College
Whanganui City College is a secondary school in Whanganui, New Zealand, providing education for local high school students.
-
D.
Otahuhu College
Otahuhu College is a secondary school located in the suburb of Ōtāhuhu in Auckland, New Zealand.
-
E.
Te Kauwhata College
Te Kauwhata College is a secondary school serving the rural community of Te Kauwhata in the Waikato region of 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: Hauraki Plains College Triple: [Ngatea, hasLocalFeature, Hauraki Plains College]
Generated description
Hauraki Plains College is a secondary school serving the rural community of Ngatea and the wider Hauraki Plains region in New Zealand.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hauraki Plains College Target entity description: Hauraki Plains College is a secondary school serving the rural community of Ngatea and the wider Hauraki Plains region in New Zealand.
-
A.
Ōtaki College
Ōtaki College is a secondary school located in the town of Ōtaki on New Zealand’s Kāpiti Coast.
-
B.
Putāruru College
Putāruru College is a secondary school located in the town of Putāruru in New Zealand.
-
C.
Whanganui City College
Whanganui City College is a secondary school in Whanganui, New Zealand, providing education for local high school students.
-
D.
Otahuhu College
Otahuhu College is a secondary school located in the suburb of Ōtāhuhu in Auckland, New Zealand.
-
E.
Te Kauwhata College
Te Kauwhata College is a secondary school serving the rural community of Te Kauwhata in the Waikato region of 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_69d87f2c6778819080fcfae53be8f12a |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e32cd8d2988190acb5722a15623319 |
completed | April 18, 2026, 7:03 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a004f4b738881908f8a205466397f33 |
completed | May 10, 2026, 9:26 a.m. |
| NEDg | Description generation | batch_6a0050751be48190a76ab998b544ac5a |
completed | May 10, 2026, 9:31 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0050d99f7c81909a5d5582294790f7 |
completed | May 10, 2026, 9:33 a.m. |
Created at: April 10, 2026, 5:10 a.m.