Triple

T10806637
Position Surface form Disambiguated ID Type / Status
Subject Otahuhu E254983 entity
Predicate partOf P40 FINISHED
Object Manukau Ward
Manukau Ward is an electoral ward in Auckland, New Zealand, that encompasses several southern suburbs including Ōtāhuhu and is represented on the Auckland Council.
E887289 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 Ward | Statement: [Otahuhu, partOf, Manukau Ward]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Manukau Ward
Context triple: [Otahuhu, partOf, Manukau Ward]
  • A. Rangiora Ward
    Rangiora Ward is an electoral subdivision within New Zealand’s Waimakariri District, centered on the town of Rangiora and its surrounding communities.
  • B. Te Kuiti Ward
    Te Kuiti Ward is an electoral subdivision within the local government area serving the town of Te Kuiti in New Zealand’s Waitomo District.
  • C. Māngere
    Māngere is a suburb of Auckland, New Zealand, known for its proximity to Auckland Airport and its culturally diverse community.
  • D. Manukau City Council
    Manukau City Council was the former local government authority responsible for administering the Manukau area in South Auckland, New Zealand, until it was amalgamated into the Auckland Council.
  • E. Mount Roskill
    Mount Roskill is a suburban area and volcanic cone in Auckland, New Zealand, known for its diverse community and residential character.
  • 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 Ward
Triple: [Otahuhu, partOf, Manukau Ward]
Generated description
Manukau Ward is an electoral ward in Auckland, New Zealand, that encompasses several southern suburbs including Ōtāhuhu and is represented on the Auckland Council.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Manukau Ward
Target entity description: Manukau Ward is an electoral ward in Auckland, New Zealand, that encompasses several southern suburbs including Ōtāhuhu and is represented on the Auckland Council.
  • A. Rangiora Ward
    Rangiora Ward is an electoral subdivision within New Zealand’s Waimakariri District, centered on the town of Rangiora and its surrounding communities.
  • B. Te Kuiti Ward
    Te Kuiti Ward is an electoral subdivision within the local government area serving the town of Te Kuiti in New Zealand’s Waitomo District.
  • C. Māngere
    Māngere is a suburb of Auckland, New Zealand, known for its proximity to Auckland Airport and its culturally diverse community.
  • D. Manukau City Council
    Manukau City Council was the former local government authority responsible for administering the Manukau area in South Auckland, New Zealand, until it was amalgamated into the Auckland Council.
  • E. Mount Roskill
    Mount Roskill is a suburban area and volcanic cone in Auckland, New Zealand, known for its diverse community and residential character.
  • 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_69d6aa61c15c8190a1839550c56e75e1 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d733b3f92c8190bcc85db22d77bb7d completed April 9, 2026, 5:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69de850209ac8190a7bf3a6d429d1217 completed April 14, 2026, 6:18 p.m.
NEDg Description generation batch_69de8954500c81909b57c4f8007959aa completed April 14, 2026, 6:37 p.m.
NED2 Entity disambiguation (via description) batch_69de8f38e3048190b1acc81bb56fe165 completed April 14, 2026, 7:02 p.m.
Created at: April 8, 2026, 9:18 p.m.