Triple

T5020538
Position Surface form Disambiguated ID Type / Status
Subject Hawke's Bay Region E112837 entity
Predicate hasSubregion P285 FINISHED
Object Central Hawke's Bay District
Central Hawke's Bay District is a predominantly rural local government area in the lower part of New Zealand’s North Island, known for its agriculture, rolling countryside, and small towns such as Waipukurau and Waipawa.
E524774 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: Central Hawke's Bay District | Statement: [Hawke's Bay Region, hasSubregion, Central Hawke's Bay District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Central Hawke's Bay District
Context triple: [Hawke's Bay Region, hasSubregion, Central Hawke's Bay District]
  • A. Manawatū District
    Manawatū District is a largely rural local government area in New Zealand’s North Island, centered around agriculture and small towns near the city of Palmerston North.
  • B. Hawke's Bay Region
    Hawke's Bay Region is a prominent agricultural and wine-producing area on the east coast of New Zealand’s North Island, known for its sunny climate, Art Deco architecture in Napier, and scenic coastal landscapes.
  • C. Hauraki District
    Hauraki District is a local government area on New Zealand’s North Island known for its rural communities, historic gold-mining towns, and proximity to the Hauraki Plains and Coromandel Peninsula.
  • D. 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.
  • E. 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.
  • 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: Central Hawke's Bay District
Triple: [Hawke's Bay Region, hasSubregion, Central Hawke's Bay District]
Generated description
Central Hawke's Bay District is a predominantly rural local government area in the lower part of New Zealand’s North Island, known for its agriculture, rolling countryside, and small towns such as Waipukurau and Waipawa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Central Hawke's Bay District
Target entity description: Central Hawke's Bay District is a predominantly rural local government area in the lower part of New Zealand’s North Island, known for its agriculture, rolling countryside, and small towns such as Waipukurau and Waipawa.
  • A. Manawatū District
    Manawatū District is a largely rural local government area in New Zealand’s North Island, centered around agriculture and small towns near the city of Palmerston North.
  • B. Hawke's Bay Region
    Hawke's Bay Region is a prominent agricultural and wine-producing area on the east coast of New Zealand’s North Island, known for its sunny climate, Art Deco architecture in Napier, and scenic coastal landscapes.
  • C. Hauraki District
    Hauraki District is a local government area on New Zealand’s North Island known for its rural communities, historic gold-mining towns, and proximity to the Hauraki Plains and Coromandel Peninsula.
  • D. 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.
  • E. 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.
  • 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_69bf7fc5ae2c819085a18354feaa6150 completed March 22, 2026, 5:36 a.m.
NEDg Description generation batch_69bf8110124c8190930f2e856f6709bb completed March 22, 2026, 5:41 a.m.
NED2 Entity disambiguation (via description) batch_69bf816798e081909bd5d640bd2c8442 completed March 22, 2026, 5:43 a.m.
Created at: March 20, 2026, 1:36 p.m.