Triple

T20800941
Position Surface form Disambiguated ID Type / Status
Subject New Lynn E512035 entity
Predicate hasNeighbourhood P4813 FINISHED
Object Titirangi
Titirangi is a leafy, artsy suburb in West Auckland, New Zealand, known for its bush-clad hills, views over the Manukau Harbour, and vibrant creative community.
E1458892 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: Titirangi | Statement: [New Lynn, hasNeighbourhood, Titirangi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Titirangi
Context triple: [New Lynn, hasNeighbourhood, Titirangi]
  • A. Rangitihi
    Rangitihi is a revered Polynesian ancestor regarded as a key progenitor of many Te Arawa tribal lineages in Aotearoa New Zealand.
  • B. Tūrangi
    Tūrangi is a small town in New Zealand’s central North Island, near the southern shore of Lake Taupō, known as a gateway to outdoor activities such as trout fishing and the Tongariro National Park.
  • C. Matapōuri
    Matapōuri is a small coastal settlement in Northland, New Zealand, known for its picturesque white-sand beach, clear waters, and nearby natural attractions like the Mermaid Pools.
  • D. Rongotea
    Rongotea is a small rural township in New Zealand’s Manawatū region, known for its surrounding dairy farmland and close-knit community.
  • E. Ngātoroirangi
    Ngātoroirangi is a revered Polynesian navigator and high priest in Māori tradition, celebrated for guiding ancestral voyages to Aotearoa and shaping the spiritual and geographical landscape of the Te Arawa people.
  • 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: Titirangi
Triple: [New Lynn, hasNeighbourhood, Titirangi]
Generated description
Titirangi is a leafy, artsy suburb in West Auckland, New Zealand, known for its bush-clad hills, views over the Manukau Harbour, and vibrant creative community.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Titirangi
Target entity description: Titirangi is a leafy, artsy suburb in West Auckland, New Zealand, known for its bush-clad hills, views over the Manukau Harbour, and vibrant creative community.
  • A. Rangitihi
    Rangitihi is a revered Polynesian ancestor regarded as a key progenitor of many Te Arawa tribal lineages in Aotearoa New Zealand.
  • B. Tūrangi
    Tūrangi is a small town in New Zealand’s central North Island, near the southern shore of Lake Taupō, known as a gateway to outdoor activities such as trout fishing and the Tongariro National Park.
  • C. Matapōuri
    Matapōuri is a small coastal settlement in Northland, New Zealand, known for its picturesque white-sand beach, clear waters, and nearby natural attractions like the Mermaid Pools.
  • D. Rongotea
    Rongotea is a small rural township in New Zealand’s Manawatū region, known for its surrounding dairy farmland and close-knit community.
  • E. Ngātoroirangi
    Ngātoroirangi is a revered Polynesian navigator and high priest in Māori tradition, celebrated for guiding ancestral voyages to Aotearoa and shaping the spiritual and geographical landscape of the Te Arawa people.
  • 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_69e0b4cc69f481908e98751e697b9df4 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c2b0d75881909cc89ebe4e27adc1 completed April 21, 2026, 12:20 a.m.
NED1 Entity disambiguation (via context triple) batch_6a092774eda48190a2d0039e2ce63648 completed May 17, 2026, 2:27 a.m.
NEDg Description generation batch_6a0928a53e3c8190a8e636f5f1387f73 completed May 17, 2026, 2:32 a.m.
NED2 Entity disambiguation (via description) batch_6a0929485ebc8190ab8bc316b3e802ca completed May 17, 2026, 2:34 a.m.
Created at: April 16, 2026, 12:39 p.m.