Triple

T9294431
Position Surface form Disambiguated ID Type / Status
Subject New Zealand Special Air Service E223604 entity
Predicate garrison P75 FINISHED
Object Papakura, Auckland
Papakura, Auckland is a suburban area in South Auckland known for hosting a major New Zealand Defence Force base, including the New Zealand Special Air Service.
 E789876 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: Papakura, Auckland | Statement: [New Zealand Special Air Service, garrison, Papakura, Auckland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Papakura, Auckland
Context triple: [New Zealand Special Air Service, garrison, Papakura, Auckland]
  • A. Pukekohe
    Pukekohe is a town in the Auckland Region of New Zealand, known for its rich agricultural land and motor racing circuit.
  • B. Māngere
    Māngere is a suburb of Auckland, New Zealand, known for its proximity to Auckland Airport and its culturally diverse community.
  • C. Paraparaumu, New Zealand
    Paraparaumu is a coastal town on New Zealand’s Kāpiti Coast, known as a commuter hub for Wellington and a gateway to Kāpiti Island.
  • D. Te Awamutu
    Te Awamutu is a rural service town in New Zealand known for its dairy farming hinterland and location south of Hamilton on the North Island.
  • E. North Shore, Auckland
    North Shore, Auckland is a coastal urban area on the northern side of Auckland, New Zealand, known for its beaches, residential suburbs, and commercial centers.
  • 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: Papakura, Auckland
Triple: [New Zealand Special Air Service, garrison, Papakura, Auckland]
Generated description
Papakura, Auckland is a suburban area in South Auckland known for hosting a major New Zealand Defence Force base, including the New Zealand Special Air Service.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Papakura, Auckland
Target entity description: Papakura, Auckland is a suburban area in South Auckland known for hosting a major New Zealand Defence Force base, including the New Zealand Special Air Service.
  • A. Pukekohe
    Pukekohe is a town in the Auckland Region of New Zealand, known for its rich agricultural land and motor racing circuit.
  • B. Māngere
    Māngere is a suburb of Auckland, New Zealand, known for its proximity to Auckland Airport and its culturally diverse community.
  • C. Paraparaumu, New Zealand
    Paraparaumu is a coastal town on New Zealand’s Kāpiti Coast, known as a commuter hub for Wellington and a gateway to Kāpiti Island.
  • D. Te Awamutu
    Te Awamutu is a rural service town in New Zealand known for its dairy farming hinterland and location south of Hamilton on the North Island.
  • E. North Shore, Auckland
    North Shore, Auckland is a coastal urban area on the northern side of Auckland, New Zealand, known for its beaches, residential suburbs, and commercial centers.
  • 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_69ca8423edb08190bc0c91287a484768 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd089a2ed0819086b2e4219ff2453e completed April 1, 2026, 11:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69d0b241251c81909aa4e8bcf5cd9c2e completed April 4, 2026, 6:40 a.m.
NEDg Description generation batch_69d0b3324e7c8190b928928bbfbdbadf completed April 4, 2026, 6:44 a.m.
NED2 Entity disambiguation (via description) batch_69d0b3d40da08190b25118a0901728da completed April 4, 2026, 6:46 a.m.
Created at: March 30, 2026, 7:35 p.m.