Triple

T4622627
Position Surface form Disambiguated ID Type / Status
Subject Auckland Council E101020 entity
Predicate hasCouncilControlledOrganisation P3706 FINISHED
Object Tātaki Auckland Unlimited
Tātaki Auckland Unlimited is Auckland Council’s economic and cultural agency responsible for driving the region’s tourism, events, investment, and cultural development.
E456934 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: Tātaki Auckland Unlimited | Statement: [Auckland Council, hasCouncilControlledOrganisation, Tātaki Auckland Unlimited]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tātaki Auckland Unlimited
Context triple: [Auckland Council, hasCouncilControlledOrganisation, Tātaki Auckland Unlimited]
  • A. Paparoa
    Paparoa is a small rural settlement in New Zealand known for its historic village character and location in the Northland Region.
  • B. Mana Whenua
    Mana Whenua is a major exhibition at the Museum of New Zealand Te Papa Tongarewa that explores Māori ancestral connections to the land, culture, and identity of Aotearoa New Zealand.
  • C. Taree
    Taree is a regional town in New South Wales, Australia, situated on the Manning River and serving as a commercial and service hub for the surrounding agricultural and coastal communities.
  • D. Otorohanga
    Otorohanga is a small rural town in New Zealand known as the gateway to the Waitomo Caves and for its strong association with Māori culture and kiwi conservation.
  • E. Maniaki
    Maniaki is a small settlement located within the Kastoria regional unit in Western Macedonia, Greece.
  • 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: Tātaki Auckland Unlimited
Triple: [Auckland Council, hasCouncilControlledOrganisation, Tātaki Auckland Unlimited]
Generated description
Tātaki Auckland Unlimited is Auckland Council’s economic and cultural agency responsible for driving the region’s tourism, events, investment, and cultural development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tātaki Auckland Unlimited
Target entity description: Tātaki Auckland Unlimited is Auckland Council’s economic and cultural agency responsible for driving the region’s tourism, events, investment, and cultural development.
  • A. Paparoa
    Paparoa is a small rural settlement in New Zealand known for its historic village character and location in the Northland Region.
  • B. Mana Whenua
    Mana Whenua is a major exhibition at the Museum of New Zealand Te Papa Tongarewa that explores Māori ancestral connections to the land, culture, and identity of Aotearoa New Zealand.
  • C. Taree
    Taree is a regional town in New South Wales, Australia, situated on the Manning River and serving as a commercial and service hub for the surrounding agricultural and coastal communities.
  • D. Otorohanga
    Otorohanga is a small rural town in New Zealand known as the gateway to the Waitomo Caves and for its strong association with Māori culture and kiwi conservation.
  • E. Maniaki
    Maniaki is a small settlement located within the Kastoria regional unit in Western Macedonia, Greece.
  • 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_69bd43d0497c8190ac23c65c5804846a completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd6234e8108190b985270b9ddd1f3a completed March 20, 2026, 3:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdfaa069388190b6482315708b85c2 completed March 21, 2026, 1:55 a.m.
NEDg Description generation batch_69bdfb9422e48190819d5d99e72e8854 completed March 21, 2026, 1:59 a.m.
NED2 Entity disambiguation (via description) batch_69bdfc6ac91c819090776365d3dc05d4 completed March 21, 2026, 2:03 a.m.
Created at: March 20, 2026, 1:12 p.m.