Triple

T18687241
Position Surface form Disambiguated ID Type / Status
Subject Maungakiekie E456899 entity
Predicate near P350 FINISHED
Object Onehunga, Auckland
Onehunga, Auckland is a historic residential and industrial suburb in south-central Auckland, New Zealand, located on the shores of the Manukau Harbour.
E1345690 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: Onehunga, Auckland | Statement: [Maungakiekie, near, Onehunga, Auckland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Onehunga, Auckland
Context triple: [Maungakiekie, near, Onehunga, Auckland]
  • A. Māngere
    Māngere is a suburb of Auckland, New Zealand, known for its proximity to Auckland Airport and its culturally diverse community.
  • B. 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.
  • C. Western Springs, Auckland
    Western Springs, Auckland is a suburb and large parkland area in central-west Auckland, New Zealand, known for hosting major cultural and music events and for its scenic lake and green spaces.
  • D. Mount Roskill
    Mount Roskill is a suburban area and volcanic cone in Auckland, New Zealand, known for its diverse community and residential character.
  • E. Thorndon, Wellington
    Thorndon, Wellington is one of Wellington’s oldest inner-city suburbs, known for its historic wooden architecture, political significance, and proximity to New Zealand’s Parliament.
  • 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: Onehunga, Auckland
Triple: [Maungakiekie, near, Onehunga, Auckland]
Generated description
Onehunga, Auckland is a historic residential and industrial suburb in south-central Auckland, New Zealand, located on the shores of the Manukau Harbour.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Onehunga, Auckland
Target entity description: Onehunga, Auckland is a historic residential and industrial suburb in south-central Auckland, New Zealand, located on the shores of the Manukau Harbour.
  • A. Māngere
    Māngere is a suburb of Auckland, New Zealand, known for its proximity to Auckland Airport and its culturally diverse community.
  • B. 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.
  • C. Western Springs, Auckland
    Western Springs, Auckland is a suburb and large parkland area in central-west Auckland, New Zealand, known for hosting major cultural and music events and for its scenic lake and green spaces.
  • D. Mount Roskill
    Mount Roskill is a suburban area and volcanic cone in Auckland, New Zealand, known for its diverse community and residential character.
  • E. Thorndon, Wellington
    Thorndon, Wellington is one of Wellington’s oldest inner-city suburbs, known for its historic wooden architecture, political significance, and proximity to New Zealand’s Parliament.
  • 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_69d8d391eb488190ac2e9abf5bf255e4 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e55b2d9a24819098c8e963ee430437 completed April 19, 2026, 10:46 p.m.
NED1 Entity disambiguation (via context triple) batch_6a056756e21c8190b3d17bea8dbf2c80 completed May 14, 2026, 6:10 a.m.
NEDg Description generation batch_6a0569b16da481908cb38d516a81bded completed May 14, 2026, 6:20 a.m.
NED2 Entity disambiguation (via description) batch_6a056a091c2c8190829cbfa425a38e99 completed May 14, 2026, 6:22 a.m.
Created at: April 10, 2026, 11:49 a.m.