Triple

T4526101
Position Surface form Disambiguated ID Type / Status
Subject Northland Region E106182 entity
Predicate hasTerritorialAuthority P3379 FINISHED
Object 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.
 E499165 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: Whangārei District | Statement: [Northland Region, hasTerritorialAuthority, Whangārei District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Whangārei District
Context triple: [Northland Region, hasTerritorialAuthority, Whangārei 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. 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.
  • 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. 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.
  • 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: Whangārei District
Triple: [Northland Region, hasTerritorialAuthority, Whangārei District]
Generated description
Whangārei District is a territorial authority area in northern New Zealand centered on the city of Whangārei, encompassing urban, coastal, and rural communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Whangārei District
Target entity description: Whangārei District is a territorial authority area in northern New Zealand centered on the city of Whangārei, encompassing urban, coastal, and rural communities.
  • 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. 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.
  • 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. 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.
  • 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_69bd43f3d6e08190a91824f833d51bbe completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6231856c8190be9386a0ae15e7cf completed March 20, 2026, 3:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69bed8fed2208190a3e340190356e67f completed March 21, 2026, 5:44 p.m.
NEDg Description generation batch_69bed9f3624c8190b9d22fa0594dd767 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, 1:03 p.m.