Triple

T5108762
Position Surface form Disambiguated ID Type / Status
Subject Taranaki Region E115162 entity
Predicate hasTown P847 FINISHED
Object Hāwera
Hāwera is a town in New Zealand known for its dairy industry and as a service and commercial hub in the South Taranaki District.
 E506033 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: Hāwera | Statement: [Taranaki Region, hasTown, Hāwera]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hāwera
Context triple: [Taranaki Region, hasTown, Hāwera]
  • A. Timaru
    Timaru is a coastal port town and service center on the east coast of New Zealand’s South Island.
  • B. Waimate
    Waimate is a small rural town in the South Island of New Zealand, known for its agricultural economy, historic buildings, and proximity to scenic natural landscapes.
  • C. 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.
  • D. Gisborne
    Gisborne is a coastal city on the northeastern tip of New Zealand’s North Island, known for its wineries, surf beaches, and being one of the first places in the world to see the sunrise.
  • E. 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.
  • 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: Hāwera
Triple: [Taranaki Region, hasTown, Hāwera]
Generated description
Hāwera is a town in New Zealand known for its dairy industry and as a service and commercial hub in the South Taranaki District.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hāwera
Target entity description: Hāwera is a town in New Zealand known for its dairy industry and as a service and commercial hub in the South Taranaki District.
  • A. Timaru
    Timaru is a coastal port town and service center on the east coast of New Zealand’s South Island.
  • B. Waimate
    Waimate is a small rural town in the South Island of New Zealand, known for its agricultural economy, historic buildings, and proximity to scenic natural landscapes.
  • C. 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.
  • D. Gisborne
    Gisborne is a coastal city on the northeastern tip of New Zealand’s North Island, known for its wineries, surf beaches, and being one of the first places in the world to see the sunrise.
  • E. 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.
  • 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_69bd4440b3348190be1251fd8b7951f1 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd75aa6b088190b02cdb66ec4a11f0 completed March 20, 2026, 4:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69befe4e829c819092acbc078e552d75 completed March 21, 2026, 8:23 p.m.
NEDg Description generation batch_69befefc89fc819092078e51fcd5db6b completed March 21, 2026, 8:26 p.m.
NED2 Entity disambiguation (via description) batch_69beff5866dc81909bb2201e78b8b30b completed March 21, 2026, 8:28 p.m.
Created at: March 20, 2026, 1:41 p.m.