Triple

T17002641
Position Surface form Disambiguated ID Type / Status
Subject Te Arawa E412485 entity
Predicate hasSubgroup P747 FINISHED
Object Waitaha-a-Hei
Waitaha-a-Hei is a Māori tribal group (hapū) traditionally associated with the Te Arawa confederation in Aotearoa New Zealand.
 E1251930 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: Waitaha-a-Hei | Statement: [Te Arawa, hasSubgroup, Waitaha-a-Hei]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Waitaha-a-Hei
Context triple: [Te Arawa, hasSubgroup, Waitaha-a-Hei]
  • A. Te Horo
    Te Horo is a small rural settlement on New Zealand’s Kāpiti Coast, known for its farmland, lifestyle blocks, and proximity to both the coast and the Tararua Range.
  • B. Whakahoro
    Whakahoro is a remote riverside settlement in New Zealand’s central North Island, known as a key access point and stopover on the Whanganui Journey and other outdoor recreation routes.
  • C. Mangawhai
    Mangawhai is a coastal township in northern New Zealand known for its beaches, harbour, and popularity as a holiday and surfing destination.
  • D. 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.
  • E. Waitakaruru
    Waitakaruru is a small rural settlement in New Zealand’s North Island known for its farming community and proximity to the Firth of Thames.
  • 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: Waitaha-a-Hei
Triple: [Te Arawa, hasSubgroup, Waitaha-a-Hei]
Generated description
Waitaha-a-Hei is a Māori tribal group (hapū) traditionally associated with the Te Arawa confederation in Aotearoa New Zealand.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Waitaha-a-Hei
Target entity description: Waitaha-a-Hei is a Māori tribal group (hapū) traditionally associated with the Te Arawa confederation in Aotearoa New Zealand.
  • A. Te Horo
    Te Horo is a small rural settlement on New Zealand’s Kāpiti Coast, known for its farmland, lifestyle blocks, and proximity to both the coast and the Tararua Range.
  • B. Whakahoro
    Whakahoro is a remote riverside settlement in New Zealand’s central North Island, known as a key access point and stopover on the Whanganui Journey and other outdoor recreation routes.
  • C. Mangawhai
    Mangawhai is a coastal township in northern New Zealand known for its beaches, harbour, and popularity as a holiday and surfing destination.
  • D. 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.
  • E. Waitakaruru
    Waitakaruru is a small rural settlement in New Zealand’s North Island known for its farming community and proximity to the Firth of Thames.
  • 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_69d886cb581c8190ab05f4b429c9cd85 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d37f8ba88190b8d32a1d09b6e6fd completed April 18, 2026, 6:54 p.m.
NED1 Entity disambiguation (via context triple) batch_6a01413a445c8190920fe385d3cd43f3 completed May 11, 2026, 2:38 a.m.
NEDg Description generation batch_6a0141cadb6c8190b2832e12fd431b0b completed May 11, 2026, 2:41 a.m.
NED2 Entity disambiguation (via description) batch_6a014264ff8881909722c262c3f85e1f completed May 11, 2026, 2:43 a.m.
Created at: April 10, 2026, 5:32 a.m.