Triple

T4286933
Position Surface form Disambiguated ID Type / Status
Subject Palmerston North E97291 entity
Predicate knownFor P22 FINISHED
Object Massey University
Massey University is a major New Zealand university renowned for its research and teaching across multiple campuses, including its main campus in Palmerston North.
 E426001 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: Massey University | Statement: [Palmerston North, knownFor, Massey University]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Massey University
Context triple: [Palmerston North, knownFor, Massey University]
  • A. University of Waikato
    The University of Waikato is a New Zealand public research university known for its strengths in computer science, education, and environmental studies.
  • B. Waikato Institute of Technology
    Waikato Institute of Technology is a New Zealand tertiary education provider based in Hamilton, offering vocational and applied training across a range of disciplines.
  • C. Victoria University of Wellington
    Victoria University of Wellington is a major New Zealand public research university known for its strong programs in law, humanities, and social sciences, and its central role in the academic and political life of the capital city.
  • D. University of Auckland
    The University of Auckland is New Zealand’s largest and highest-ranked research-intensive university, located in Auckland and known for its comprehensive range of academic programs and strong international reputation.
  • E. University of Canterbury
    The University of Canterbury is a major public research university in Christchurch, New Zealand, known for its strong programs in engineering, science, and the humanities.
  • 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: Massey University
Triple: [Palmerston North, knownFor, Massey University]
Generated description
Massey University is a major New Zealand university renowned for its research and teaching across multiple campuses, including its main campus in Palmerston North.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Massey University
Target entity description: Massey University is a major New Zealand university renowned for its research and teaching across multiple campuses, including its main campus in Palmerston North.
  • A. University of Waikato
    The University of Waikato is a New Zealand public research university known for its strengths in computer science, education, and environmental studies.
  • B. Waikato Institute of Technology
    Waikato Institute of Technology is a New Zealand tertiary education provider based in Hamilton, offering vocational and applied training across a range of disciplines.
  • C. Victoria University of Wellington
    Victoria University of Wellington is a major New Zealand public research university known for its strong programs in law, humanities, and social sciences, and its central role in the academic and political life of the capital city.
  • D. University of Auckland
    The University of Auckland is New Zealand’s largest and highest-ranked research-intensive university, located in Auckland and known for its comprehensive range of academic programs and strong international reputation.
  • E. University of Canterbury
    The University of Canterbury is a major public research university in Christchurch, New Zealand, known for its strong programs in engineering, science, and the humanities.
  • 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_69b3454595848190a0e6bbb6a2bea040 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3505d23d88190a638f2cc2acee9ee completed March 12, 2026, 11:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5b7c8c1ac819086ded38c1abe9b63 completed March 14, 2026, 7:32 p.m.
NEDg Description generation batch_69b5b8e9ab9c81909a19062a901e8a1b completed March 14, 2026, 7:37 p.m.
NED2 Entity disambiguation (via description) batch_69b5b95cfbdc8190b65cf338aa9abd5b completed March 14, 2026, 7:39 p.m.
Created at: March 12, 2026, 11:08 p.m.