Triple

T716798
Position Surface form Disambiguated ID Type / Status
Subject North Island E14332 entity
Predicate hasCity P316 FINISHED
Object Whangārei
Whangārei is a coastal city in northern New Zealand known as the main urban center of the Northland Region, featuring a busy harbor, waterfalls, and access to scenic beaches.
 E103778 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: Whangārei | Statement: [North Island, hasCity, Whangārei]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Whangārei
Context triple: [North Island, hasCity, Whangārei]
  • A. Tauranga
    Tauranga is a major coastal city and port in the Bay of Plenty region of New Zealand, known for its beaches, harbor, and growing economic and tourism sectors.
  • B. Rotorua
    Rotorua is a New Zealand city famed for its geothermal activity, Māori culture, and scenic lakes, located in the central part of the North Island.
  • C. Palmerston North
    Palmerston North is a major inland city in New Zealand known for its role as an educational and logistical hub, particularly home to Massey University.
  • D. Waimate, New Zealand
    Waimate, New Zealand is a small rural town in South Canterbury known for its agricultural economy, historic buildings, and proximity to scenic natural landscapes.
  • E. Whanganui
    Whanganui is a historic riverside city on New Zealand’s North Island, known for its Māori heritage, arts scene, and location along the Whanganui River.
  • 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: Whangārei
Triple: [North Island, hasCity, Whangārei]
Generated description
Whangārei is a coastal city in northern New Zealand known as the main urban center of the Northland Region, featuring a busy harbor, waterfalls, and access to scenic beaches.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Whangārei
Target entity description: Whangārei is a coastal city in northern New Zealand known as the main urban center of the Northland Region, featuring a busy harbor, waterfalls, and access to scenic beaches.
  • A. Tauranga
    Tauranga is a major coastal city and port in the Bay of Plenty region of New Zealand, known for its beaches, harbor, and growing economic and tourism sectors.
  • B. Rotorua
    Rotorua is a New Zealand city famed for its geothermal activity, Māori culture, and scenic lakes, located in the central part of the North Island.
  • C. Palmerston North
    Palmerston North is a major inland city in New Zealand known for its role as an educational and logistical hub, particularly home to Massey University.
  • D. Waimate, New Zealand
    Waimate, New Zealand is a small rural town in South Canterbury known for its agricultural economy, historic buildings, and proximity to scenic natural landscapes.
  • E. Whanganui
    Whanganui is a historic riverside city on New Zealand’s North Island, known for its Māori heritage, arts scene, and location along the Whanganui River.
  • 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_69a4934a36e081909e7abef98b898a4e completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a57649dc8190bfdee2f9c0c90415 completed March 1, 2026, 8:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7b83709248190bee17ec028b12bae completed March 4, 2026, 4:42 a.m.
NEDg Description generation batch_69a7b93aed5c8190b5a588ed4a5eb94d completed March 4, 2026, 4:46 a.m.
NED2 Entity disambiguation (via description) batch_69a7b9bb13f08190ad75518ba81b210d completed March 4, 2026, 4:48 a.m.
Created at: March 1, 2026, 7:37 p.m.