Triple

T5020541
Position Surface form Disambiguated ID Type / Status
Subject Hawke's Bay Region E112837 entity
Predicate hasSubregion P285 FINISHED
Object Wairoa District
Wairoa District is a largely rural territorial authority area in northeastern Hawke's Bay on New Zealand’s North Island, known for its Māori communities, rugged coastline, and proximity to Lake Waikaremoana.
 E524990 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 District | Statement: [Hawke's Bay Region, hasSubregion, Wairoa District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Wairoa District
Context triple: [Hawke's Bay Region, hasSubregion, Wairoa District]
  • A. Ōtorohanga District
    Ōtorohanga District is a predominantly rural local government area on New Zealand’s North Island, known for its farming communities and proximity to the famous Waitomo Caves.
  • B. Whangārei District
    Whangārei District is a territorial authority area in northern New Zealand centered on the city of Whangārei, encompassing urban, coastal, and rural communities.
  • C. Rangitīkei District
    Rangitīkei District is a largely rural territorial authority area in the Manawatū-Whanganui region of New Zealand’s North Island, known for its farming communities and dramatic river gorges.
  • D. Horowhenua District
    Horowhenua District is a local government area in the lower North Island of New Zealand, known for its rural communities, coastal landscapes, and agricultural economy.
  • E. Waimakariri District
    Waimakariri District is a local government area in the Canterbury region of New Zealand’s South Island, encompassing towns such as Kaiapoi and Rangiora.
  • 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 District
Triple: [Hawke's Bay Region, hasSubregion, Wairoa District]
Generated description
Wairoa District is a largely rural territorial authority area in northeastern Hawke's Bay on New Zealand’s North Island, known for its Māori communities, rugged coastline, and proximity to Lake Waikaremoana.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Wairoa District
Target entity description: Wairoa District is a largely rural territorial authority area in northeastern Hawke's Bay on New Zealand’s North Island, known for its Māori communities, rugged coastline, and proximity to Lake Waikaremoana.
  • A. Ōtorohanga District
    Ōtorohanga District is a predominantly rural local government area on New Zealand’s North Island, known for its farming communities and proximity to the famous Waitomo Caves.
  • B. Whangārei District
    Whangārei District is a territorial authority area in northern New Zealand centered on the city of Whangārei, encompassing urban, coastal, and rural communities.
  • C. Rangitīkei District
    Rangitīkei District is a largely rural territorial authority area in the Manawatū-Whanganui region of New Zealand’s North Island, known for its farming communities and dramatic river gorges.
  • D. Horowhenua District
    Horowhenua District is a local government area in the lower North Island of New Zealand, known for its rural communities, coastal landscapes, and agricultural economy.
  • E. Waimakariri District
    Waimakariri District is a local government area in the Canterbury region of New Zealand’s South Island, encompassing towns such as Kaiapoi and Rangiora.
  • 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_69bf832e0da88190aa6b09dd88fb6157 completed March 22, 2026, 5:50 a.m.
NEDg Description generation batch_69bf83cca5b481909e8c3808983e3ca5 completed March 22, 2026, 5:53 a.m.
NED2 Entity disambiguation (via description) batch_69bf844063b48190bbc3f961cbaf8f0a completed March 22, 2026, 5:55 a.m.
Created at: March 20, 2026, 1:36 p.m.