Triple

T4125502
Position Surface form Disambiguated ID Type / Status
Subject Tararua Range E92713 entity
Predicate nearTown P2064 FINISHED
Object Masterton
Masterton is a rural service town in New Zealand’s Wairarapa region, known as a gateway to nearby mountain ranges, farmland, and vineyards.
 E416476 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: Masterton | Statement: [Tararua Range, nearTown, Masterton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Masterton
Context triple: [Tararua Range, nearTown, Masterton]
  • A. 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.
  • B. Timaru
    Timaru is a coastal port town and service center on the east coast of New Zealand’s South Island.
  • C. 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.
  • D. New Plymouth
    New Plymouth is a coastal city on New Zealand’s North Island, known for its views of Mount Taranaki, surf beaches, and extensive coastal walkway.
  • E. Morrinsville
    Morrinsville is a rural service town in New Zealand known for its dairy farming industry and location near Hamilton on the North Island.
  • 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: Masterton
Triple: [Tararua Range, nearTown, Masterton]
Generated description
Masterton is a rural service town in New Zealand’s Wairarapa region, known as a gateway to nearby mountain ranges, farmland, and vineyards.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Masterton
Target entity description: Masterton is a rural service town in New Zealand’s Wairarapa region, known as a gateway to nearby mountain ranges, farmland, and vineyards.
  • A. 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.
  • B. Timaru
    Timaru is a coastal port town and service center on the east coast of New Zealand’s South Island.
  • C. 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.
  • D. New Plymouth
    New Plymouth is a coastal city on New Zealand’s North Island, known for its views of Mount Taranaki, surf beaches, and extensive coastal walkway.
  • E. Morrinsville
    Morrinsville is a rural service town in New Zealand known for its dairy farming industry and location near Hamilton on the North Island.
  • 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_69aed9685f70819086932777aec8d959 completed March 9, 2026, 2:30 p.m.
NER Named-entity recognition batch_69af020a015081909015e6837c4b4a73 completed March 9, 2026, 5:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69b576b67fc881909d12481e61a07bf5 completed March 14, 2026, 2:54 p.m.
NEDg Description generation batch_69b577653214819093396a8601e52245 completed March 14, 2026, 2:57 p.m.
NED2 Entity disambiguation (via description) batch_69b57b90cb308190ba102f999795829c completed March 14, 2026, 3:15 p.m.
Created at: March 9, 2026, 3:41 p.m.