Triple

T4822335
Position Surface form Disambiguated ID Type / Status
Subject Manukau Harbour E107738 entity
Predicate region P40 FINISHED
Object Manukau
Manukau is a major urban area in South Auckland, New Zealand, known for its diverse population and role as a commercial and transport hub.
 E504211 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: Manukau | Statement: [Manukau Harbour, region, Manukau]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Manukau
Context triple: [Manukau Harbour, region, Manukau]
  • A. Manukau Harbour
    Manukau Harbour is a large shallow natural harbour on the west coast of New Zealand’s North Island, forming one of the two main harbours of the Auckland region.
  • B. North Harbour
    North Harbour is a New Zealand provincial rugby union team that competes in the country’s domestic competitions and has featured notable players such as Jonah Lomu.
  • C. Port Waikato
    Port Waikato is a small coastal settlement in New Zealand known for its surf beaches, fishing, and location at the Tasman Sea end of the Waikato River.
  • D. Rangiora
    Rangiora is a large rural service town in the Waimakariri District of New Zealand’s South Island, known as a residential and commercial hub for the surrounding agricultural region.
  • E. Pukekohe
    Pukekohe is a town in the Auckland Region of New Zealand, known for its rich agricultural land and motor racing circuit.
  • 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: Manukau
Triple: [Manukau Harbour, region, Manukau]
Generated description
Manukau is a major urban area in South Auckland, New Zealand, known for its diverse population and role as a commercial and transport hub.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Manukau
Target entity description: Manukau is a major urban area in South Auckland, New Zealand, known for its diverse population and role as a commercial and transport hub.
  • A. Manukau Harbour
    Manukau Harbour is a large shallow natural harbour on the west coast of New Zealand’s North Island, forming one of the two main harbours of the Auckland region.
  • B. North Harbour
    North Harbour is a New Zealand provincial rugby union team that competes in the country’s domestic competitions and has featured notable players such as Jonah Lomu.
  • C. Port Waikato
    Port Waikato is a small coastal settlement in New Zealand known for its surf beaches, fishing, and location at the Tasman Sea end of the Waikato River.
  • D. Rangiora
    Rangiora is a large rural service town in the Waimakariri District of New Zealand’s South Island, known as a residential and commercial hub for the surrounding agricultural region.
  • E. Pukekohe
    Pukekohe is a town in the Auckland Region of New Zealand, known for its rich agricultural land and motor racing circuit.
  • 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_69bd43f9efa081908314cb3e94fa1695 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6caa95ec8190bea525dbf3a00477 completed March 20, 2026, 3:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69beef8499148190968800153a95174a completed March 21, 2026, 7:20 p.m.
NEDg Description generation batch_69bef22910e08190bed145941d40bc16 completed March 21, 2026, 7:31 p.m.
NED2 Entity disambiguation (via description) batch_69bef24df22c81908fa0c7f9620bb69b completed March 21, 2026, 7:32 p.m.
Created at: March 20, 2026, 1:24 p.m.