Triple

T18687424
Position Surface form Disambiguated ID Type / Status
Subject Ngāti Whātua E456903 entity
Predicate associatedPlace P1481 FINISHED
Object Ōkahu Bay
Ōkahu Bay is a coastal area in Auckland, New Zealand, known as a traditional home and culturally significant site for the Ngāti Whātua iwi.
E1337999 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: Ōkahu Bay | Statement: [Ngāti Whātua, associatedPlace, Ōkahu Bay]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ōkahu Bay
Context triple: [Ngāti Whātua, associatedPlace, Ōkahu Bay]
  • A. Opunohu Bay
    Opunohu Bay is a scenic, steep-sided bay on the island of Moorea in French Polynesia, renowned for its lush volcanic landscapes and clear turquoise waters.
  • B. Kona Bay
    Kona Bay is a scenic coastal bay on the west side of Hawaii’s Big Island, known for its clear blue waters, beaches, and oceanfront views.
  • C. Oitylo Bay
    Oitylo Bay is a coastal inlet in the Mani Peninsula of southern Greece, known for its scenic, rugged shoreline and traditional seaside villages.
  • D. Tonsai Bay
    Tonsai Bay is a scenic coastal area on Thailand’s Phi Phi Islands known for its turquoise waters, limestone cliffs, and role as a gateway for boats and ferries.
  • E. Kula Bay
    Kula Bay is a coastal inlet located along the Kula Gulf, known for its sheltered waters and maritime significance in the surrounding region.
  • 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: Ōkahu Bay
Triple: [Ngāti Whātua, associatedPlace, Ōkahu Bay]
Generated description
Ōkahu Bay is a coastal area in Auckland, New Zealand, known as a traditional home and culturally significant site for the Ngāti Whātua iwi.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ōkahu Bay
Target entity description: Ōkahu Bay is a coastal area in Auckland, New Zealand, known as a traditional home and culturally significant site for the Ngāti Whātua iwi.
  • A. Opunohu Bay
    Opunohu Bay is a scenic, steep-sided bay on the island of Moorea in French Polynesia, renowned for its lush volcanic landscapes and clear turquoise waters.
  • B. Kona Bay
    Kona Bay is a scenic coastal bay on the west side of Hawaii’s Big Island, known for its clear blue waters, beaches, and oceanfront views.
  • C. Oitylo Bay
    Oitylo Bay is a coastal inlet in the Mani Peninsula of southern Greece, known for its scenic, rugged shoreline and traditional seaside villages.
  • D. Tonsai Bay
    Tonsai Bay is a scenic coastal area on Thailand’s Phi Phi Islands known for its turquoise waters, limestone cliffs, and role as a gateway for boats and ferries.
  • E. Kula Bay
    Kula Bay is a coastal inlet located along the Kula Gulf, known for its sheltered waters and maritime significance in the surrounding region.
  • 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_69d8d391eb488190ac2e9abf5bf255e4 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e55b2e4c6081908bb958bd00d6bec9 completed April 19, 2026, 10:46 p.m.
NED1 Entity disambiguation (via context triple) batch_6a05235c052c8190b67bef90f721ffbc completed May 14, 2026, 1:20 a.m.
NEDg Description generation batch_6a0523f354f88190a34b2e6adb809fb3 completed May 14, 2026, 1:22 a.m.
NED2 Entity disambiguation (via description) batch_6a0527e23154819087cd70bd40ef39e5 completed May 14, 2026, 1:39 a.m.
Created at: April 10, 2026, 11:49 a.m.