Triple

T4680138
Position Surface form Disambiguated ID Type / Status
Subject Whangārei E103778 entity
Predicate hasSuburb P747 FINISHED
Object Tikipunga
Tikipunga is a residential suburb in the northern New Zealand city of Whangārei, known for its local schools, parks, and community facilities.
 E461836 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: Tikipunga | Statement: [Whangārei, hasSuburb, Tikipunga]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tikipunga
Context triple: [Whangārei, hasSuburb, Tikipunga]
  • A. Tupungatito
    Tupungatito is an active stratovolcano in the central Andes on the Chile–Argentina border, known as one of the southernmost historically active volcanoes in the region.
  • B. Pirongia
    Pirongia is a rural village in the Waikato region of New Zealand, situated near Mount Pirongia and functioning as a small community within the wider Hamilton area.
  • C. Upangas
    Upangas are a group of secondary Jain scriptures that elaborate and supplement the teachings found in the primary Agamas.
  • D. Tiwatope
    Tiwatope is the birth name of Tiwa Savage, a prominent Nigerian singer, songwriter, and actress known as the "Queen of Afrobeats."
  • E. Ahangama
    Ahangama is a coastal town in southern Sri Lanka known for its beaches, surfing spots, and traditional stilt fishermen.
  • 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: Tikipunga
Triple: [Whangārei, hasSuburb, Tikipunga]
Generated description
Tikipunga is a residential suburb in the northern New Zealand city of Whangārei, known for its local schools, parks, and community facilities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tikipunga
Target entity description: Tikipunga is a residential suburb in the northern New Zealand city of Whangārei, known for its local schools, parks, and community facilities.
  • A. Tupungatito
    Tupungatito is an active stratovolcano in the central Andes on the Chile–Argentina border, known as one of the southernmost historically active volcanoes in the region.
  • B. Pirongia
    Pirongia is a rural village in the Waikato region of New Zealand, situated near Mount Pirongia and functioning as a small community within the wider Hamilton area.
  • C. Upangas
    Upangas are a group of secondary Jain scriptures that elaborate and supplement the teachings found in the primary Agamas.
  • D. Tiwatope
    Tiwatope is the birth name of Tiwa Savage, a prominent Nigerian singer, songwriter, and actress known as the "Queen of Afrobeats."
  • E. Ahangama
    Ahangama is a coastal town in southern Sri Lanka known for its beaches, surfing spots, and traditional stilt fishermen.
  • 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_69be03a8b7a88190bfc4f68438694995 completed March 21, 2026, 2:34 a.m.
NEDg Description generation batch_69be0440e7c881908743b7af9b2fa347 completed March 21, 2026, 2:36 a.m.
NED2 Entity disambiguation (via description) batch_69be04e0f1b08190b3e617150e34648c completed March 21, 2026, 2:39 a.m.
Created at: March 20, 2026, 1:16 p.m.