Triple

T4680132
Position Surface form Disambiguated ID Type / Status
Subject Whangārei E103778 entity
Predicate hasNearbyBeach P1922 FINISHED
Object Matapōuri Beach
Matapōuri Beach is a picturesque white-sand coastal destination in Northland, New Zealand, known for its clear waters, sheltered bay, and proximity to natural attractions like the Mermaid Pools.
E463252 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: Matapōuri Beach | Statement: [Whangārei, hasNearbyBeach, Matapōuri Beach]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Matapōuri Beach
Context triple: [Whangārei, hasNearbyBeach, Matapōuri Beach]
  • A. Ruakākā Beach
    Ruakākā Beach is a long, sandy surf beach on New Zealand’s Northland east coast, popular for swimming, surfing, and coastal recreation.
  • B. Teewah Beach
    Teewah Beach is a long, remote stretch of sandy coastline in Queensland, Australia, popular for four-wheel driving, camping, and surf fishing.
  • C. Wategos Beach
    Wategos Beach is a sheltered, picturesque surf beach near Cape Byron in New South Wales, Australia, known for its clear waters, scenic headland views, and relaxed atmosphere.
  • D. Hamoa Beach
    Hamoa Beach is a picturesque, crescent-shaped beach near Hana on the island of Maui, known for its soft sand, lush surroundings, and excellent swimming and bodysurfing conditions.
  • E. Papamoa Beach
    Papamoa Beach is a popular coastal suburb and long sandy beach near Tauranga on New Zealand’s North Island, known for swimming, surfing, and holiday homes.
  • 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: Matapōuri Beach
Triple: [Whangārei, hasNearbyBeach, Matapōuri Beach]
Generated description
Matapōuri Beach is a picturesque white-sand coastal destination in Northland, New Zealand, known for its clear waters, sheltered bay, and proximity to natural attractions like the Mermaid Pools.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Matapōuri Beach
Target entity description: Matapōuri Beach is a picturesque white-sand coastal destination in Northland, New Zealand, known for its clear waters, sheltered bay, and proximity to natural attractions like the Mermaid Pools.
  • A. Ruakākā Beach
    Ruakākā Beach is a long, sandy surf beach on New Zealand’s Northland east coast, popular for swimming, surfing, and coastal recreation.
  • B. Teewah Beach
    Teewah Beach is a long, remote stretch of sandy coastline in Queensland, Australia, popular for four-wheel driving, camping, and surf fishing.
  • C. Wategos Beach
    Wategos Beach is a sheltered, picturesque surf beach near Cape Byron in New South Wales, Australia, known for its clear waters, scenic headland views, and relaxed atmosphere.
  • D. Hamoa Beach
    Hamoa Beach is a picturesque, crescent-shaped beach near Hana on the island of Maui, known for its soft sand, lush surroundings, and excellent swimming and bodysurfing conditions.
  • E. Papamoa Beach
    Papamoa Beach is a popular coastal suburb and long sandy beach near Tauranga on New Zealand’s North Island, known for swimming, surfing, and holiday homes.
  • 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_69bd43dda32c8190938b37744ca270fc completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd636c105081908655ab384f539f38 completed March 20, 2026, 3:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69be105232e88190bb79bf52b58e1814 completed March 21, 2026, 3:28 a.m.
NEDg Description generation batch_69be113e5c7c81909180c88799bc3ca4 completed March 21, 2026, 3:32 a.m.
NED2 Entity disambiguation (via description) batch_69be119987bc8190b0b0f75a2c07a60c completed March 21, 2026, 3:33 a.m.
Created at: March 20, 2026, 1:16 p.m.