Triple

T18402145
Position Surface form Disambiguated ID Type / Status
Subject Mangawhai E450021 entity
Predicate hasFeature P182 FINISHED
Object Mangawhai Harbour
Mangawhai Harbour is a coastal inlet on New Zealand’s North Island known for its sand dunes, tidal estuary, and popular recreational activities such as boating and fishing.
E1328037 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: Mangawhai Harbour | Statement: [Mangawhai, hasFeature, Mangawhai Harbour]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mangawhai Harbour
Context triple: [Mangawhai, hasFeature, Mangawhai Harbour]
  • A. Whangārei Harbour
    Whangārei Harbour is a large natural harbour on the east coast of New Zealand’s North Island, known for its sheltered waterways, coastal scenery, and role as a key maritime and recreational area for the nearby city of Whangārei.
  • B. Akaroa Harbour
    Akaroa Harbour is a scenic, sheltered inlet on New Zealand’s South Island known for its volcanic origins, wildlife (including dolphins and penguins), and the nearby historic French-influenced town of Akaroa.
  • C. Whangaroa Harbour
    Whangaroa Harbour is a scenic natural harbour on the east coast of New Zealand’s North Island, renowned for its sheltered waters, dramatic coastal cliffs, and historical significance in early Māori–European contact.
  • D. Paotere Harbor
    Paotere Harbor is a historic traditional port in Makassar, Indonesia, known for its bustling activity of wooden Phinisi schooners and local fishing boats.
  • E. Parengarenga Harbour
    Parengarenga Harbour is a large, shallow, and scenic natural harbour at the northern tip of New Zealand’s North Island, known for its white sand dunes, clear waters, and rich marine and bird life.
  • 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: Mangawhai Harbour
Triple: [Mangawhai, hasFeature, Mangawhai Harbour]
Generated description
Mangawhai Harbour is a coastal inlet on New Zealand’s North Island known for its sand dunes, tidal estuary, and popular recreational activities such as boating and fishing.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mangawhai Harbour
Target entity description: Mangawhai Harbour is a coastal inlet on New Zealand’s North Island known for its sand dunes, tidal estuary, and popular recreational activities such as boating and fishing.
  • A. Whangārei Harbour
    Whangārei Harbour is a large natural harbour on the east coast of New Zealand’s North Island, known for its sheltered waterways, coastal scenery, and role as a key maritime and recreational area for the nearby city of Whangārei.
  • B. Akaroa Harbour
    Akaroa Harbour is a scenic, sheltered inlet on New Zealand’s South Island known for its volcanic origins, wildlife (including dolphins and penguins), and the nearby historic French-influenced town of Akaroa.
  • C. Whangaroa Harbour
    Whangaroa Harbour is a scenic natural harbour on the east coast of New Zealand’s North Island, renowned for its sheltered waters, dramatic coastal cliffs, and historical significance in early Māori–European contact.
  • D. Paotere Harbor
    Paotere Harbor is a historic traditional port in Makassar, Indonesia, known for its bustling activity of wooden Phinisi schooners and local fishing boats.
  • E. Parengarenga Harbour
    Parengarenga Harbour is a large, shallow, and scenic natural harbour at the northern tip of New Zealand’s North Island, known for its white sand dunes, clear waters, and rich marine and bird life.
  • 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_69d8b9fab8a8819086a9ddc0871715e0 completed April 10, 2026, 8:51 a.m.
NER Named-entity recognition batch_69e5195185b08190bd3b5471cdc047b0 completed April 19, 2026, 6:05 p.m.
NED1 Entity disambiguation (via context triple) batch_6a04712e55e881909888ee9cf8b56eab completed May 13, 2026, 12:40 p.m.
NEDg Description generation batch_6a0472718b648190aa15316b02cefe69 completed May 13, 2026, 12:45 p.m.
NED2 Entity disambiguation (via description) batch_6a04735066e48190a376f1453b244bac completed May 13, 2026, 12:49 p.m.
Created at: April 10, 2026, 10:46 a.m.