Triple

T5670410
Position Surface form Disambiguated ID Type / Status
Subject Auckland Region E124960 entity
Predicate contains P35 FINISHED
Object Waitākere
Waitākere is a largely suburban and semi-rural area in West Auckland, New Zealand, known for its native bush, black-sand surf beaches, and the Waitākere Ranges.
 E535694 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: Waitākere | Statement: [Auckland Region, contains, Waitākere]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Waitākere
Context triple: [Auckland Region, contains, Waitākere]
  • A. Kaiwaka
    Kaiwaka is a small rural township in New Zealand known as the "Gateway to the North," serving as a key stop on State Highway 1 between Auckland and the Far North.
  • B. Putāruru
    Putāruru is a small town in New Zealand’s North Island known for its timber industry and proximity to natural attractions such as the Blue Spring.
  • C. Te Kauwhata
    Te Kauwhata is a small rural township in New Zealand’s Waikato region, known for its vineyards, agriculture, and location between Hamilton and Auckland.
  • 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. Tairāwhiti
    Tairāwhiti is a coastal region on the east coast of New Zealand’s North Island, known for its strong Māori heritage, early sunrise, and the city of Gisborne.
  • 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: Waitākere
Triple: [Auckland Region, contains, Waitākere]
Generated description
Waitākere is a largely suburban and semi-rural area in West Auckland, New Zealand, known for its native bush, black-sand surf beaches, and the Waitākere Ranges.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Waitākere
Target entity description: Waitākere is a largely suburban and semi-rural area in West Auckland, New Zealand, known for its native bush, black-sand surf beaches, and the Waitākere Ranges.
  • A. Kaiwaka
    Kaiwaka is a small rural township in New Zealand known as the "Gateway to the North," serving as a key stop on State Highway 1 between Auckland and the Far North.
  • B. Putāruru
    Putāruru is a small town in New Zealand’s North Island known for its timber industry and proximity to natural attractions such as the Blue Spring.
  • C. Te Kauwhata
    Te Kauwhata is a small rural township in New Zealand’s Waikato region, known for its vineyards, agriculture, and location between Hamilton and Auckland.
  • 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. Tairāwhiti
    Tairāwhiti is a coastal region on the east coast of New Zealand’s North Island, known for its strong Māori heritage, early sunrise, and the city of Gisborne.
  • 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_69c00828906881908966f270b8f130cf completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c02349b570819090f754a2f25e4cf3 completed March 22, 2026, 5:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69c04db2c07c8190a3ee489146951d2d completed March 22, 2026, 8:14 p.m.
NEDg Description generation batch_69c04ee03d1c819096a5acf0358165c1 completed March 22, 2026, 8:19 p.m.
NED2 Entity disambiguation (via description) batch_69c04ffb0fb8819080dff2a9ec6eacb4 completed March 22, 2026, 8:24 p.m.
Created at: March 22, 2026, 3:43 p.m.