Triple
T5020513
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hawke's Bay Region |
E112837
|
entity |
| Predicate | hasTown |
P847
|
FINISHED |
| Object |
Wairoa
Wairoa is a small rural town in northeastern Hawke's Bay, New Zealand, known as a service centre for the surrounding farming and forestry communities.
|
E499237
|
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: Wairoa | Statement: [Hawke's Bay Region, hasTown, Wairoa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Wairoa Context triple: [Hawke's Bay Region, hasTown, Wairoa]
-
A.
Waitangi River
The Waitangi River is a waterway in New Zealand’s Northland region that flows into the Bay of Islands near the historic Treaty Grounds at Waitangi.
-
B.
Manawatū River
The Manawatū River is a major river in New Zealand that flows through the lower North Island, including the Manawatū region, before reaching the Tasman Sea.
-
C.
Whangaehu River
The Whangaehu River is a central North Island river in New Zealand known for draining the crater lake of Mount Ruapehu and carrying highly acidic volcanic waters to the coast.
-
D.
Tukituki River
The Tukituki River is a prominent river in New Zealand’s Hawke’s Bay region, known for flowing through rural landscapes and supporting local agriculture, recreation, and trout fishing.
-
E.
Rangitīkei River
The Rangitīkei River is a major river in New Zealand renowned for its deep gorges, scenic landscapes, and popular adventure activities such as rafting and kayaking.
- 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: Wairoa Triple: [Hawke's Bay Region, hasTown, Wairoa]
Generated description
Wairoa is a small rural town in northeastern Hawke's Bay, New Zealand, known as a service centre for the surrounding farming and forestry communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Wairoa Target entity description: Wairoa is a small rural town in northeastern Hawke's Bay, New Zealand, known as a service centre for the surrounding farming and forestry communities.
-
A.
Waitangi River
The Waitangi River is a waterway in New Zealand’s Northland region that flows into the Bay of Islands near the historic Treaty Grounds at Waitangi.
-
B.
Manawatū River
The Manawatū River is a major river in New Zealand that flows through the lower North Island, including the Manawatū region, before reaching the Tasman Sea.
-
C.
Whangaehu River
The Whangaehu River is a central North Island river in New Zealand known for draining the crater lake of Mount Ruapehu and carrying highly acidic volcanic waters to the coast.
-
D.
Tukituki River
The Tukituki River is a prominent river in New Zealand’s Hawke’s Bay region, known for flowing through rural landscapes and supporting local agriculture, recreation, and trout fishing.
-
E.
Rangitīkei River
The Rangitīkei River is a major river in New Zealand renowned for its deep gorges, scenic landscapes, and popular adventure activities such as rafting and kayaking.
- 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_69bd4435c2f48190be593158cbfcf8a3 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd736399ac8190aa38efc4b4edc6a2 |
completed | March 20, 2026, 4:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bed90afc5c8190b205341d1e9dc7bc |
completed | March 21, 2026, 5:44 p.m. |
| NEDg | Description generation | batch_69bed9d6e1288190be0d8d83233eb3c2 |
completed | March 21, 2026, 5:48 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69beda5d39b88190a7314f673de2719d |
completed | March 21, 2026, 5:50 p.m. |
Created at: March 20, 2026, 1:36 p.m.