Triple

T12185923
Position Surface form Disambiguated ID Type / Status
Subject Horizons Regional Council E290333 entity
Predicate oversees P46 FINISHED
Object Manawatū-Whanganui Civil Defence Emergency Management Group
The Manawatū-Whanganui Civil Defence Emergency Management Group is a regional body in New Zealand responsible for coordinating disaster preparedness, response, and recovery across the Manawatū-Whanganui area.
 E967733 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: Manawatū-Whanganui Civil Defence Emergency Management Group | Statement: [Horizons Regional Council, oversees, Manawatū-Whanganui Civil Defence Emergency Management Group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Manawatū-Whanganui Civil Defence Emergency Management Group
Context triple: [Horizons Regional Council, oversees, Manawatū-Whanganui Civil Defence Emergency Management Group]
  • A. Whanganui District Council
    Whanganui District Council is the territorial local authority responsible for governing and providing municipal services to the Whanganui district in New Zealand.
  • B. Waitaki District Council
    Waitaki District Council is the local territorial authority responsible for municipal governance and services across the Waitaki District in New Zealand’s South Island.
  • C. Whangārei District Council
    Whangārei District Council is the local government authority responsible for administering the Whangārei District in the Northland Region of New Zealand.
  • D. Hawke's Bay Regional Council
    Hawke's Bay Regional Council is the local government authority responsible for managing environmental resources, regional planning, and civil defense across New Zealand’s Hawke's Bay region.
  • E. Taranaki Regional Council
    Taranaki Regional Council is the local government authority responsible for regional planning, environmental management, and public services across the Taranaki 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: Manawatū-Whanganui Civil Defence Emergency Management Group
Triple: [Horizons Regional Council, oversees, Manawatū-Whanganui Civil Defence Emergency Management Group]
Generated description
The Manawatū-Whanganui Civil Defence Emergency Management Group is a regional body in New Zealand responsible for coordinating disaster preparedness, response, and recovery across the Manawatū-Whanganui area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Manawatū-Whanganui Civil Defence Emergency Management Group
Target entity description: The Manawatū-Whanganui Civil Defence Emergency Management Group is a regional body in New Zealand responsible for coordinating disaster preparedness, response, and recovery across the Manawatū-Whanganui area.
  • A. Whanganui District Council
    Whanganui District Council is the territorial local authority responsible for governing and providing municipal services to the Whanganui district in New Zealand.
  • B. Waitaki District Council
    Waitaki District Council is the local territorial authority responsible for municipal governance and services across the Waitaki District in New Zealand’s South Island.
  • C. Whangārei District Council
    Whangārei District Council is the local government authority responsible for administering the Whangārei District in the Northland Region of New Zealand.
  • D. Hawke's Bay Regional Council
    Hawke's Bay Regional Council is the local government authority responsible for managing environmental resources, regional planning, and civil defense across New Zealand’s Hawke's Bay region.
  • E. Taranaki Regional Council
    Taranaki Regional Council is the local government authority responsible for regional planning, environmental management, and public services across the Taranaki 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_69d6ab64de5881908d56eb7a75c6cc69 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d915ffe644819085f4eb64802fe349 completed April 10, 2026, 3:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f6aecb0881909084f3ff2a9e52ea completed May 2, 2026, 1:05 p.m.
NEDg Description generation batch_69f600b7e1788190b1df4fdfd96118d0 completed May 2, 2026, 1:48 p.m.
NED2 Entity disambiguation (via description) batch_69f604c4ef7c8190bc128b1aa535744d completed May 2, 2026, 2:05 p.m.
Created at: April 8, 2026, 9:50 p.m.