Triple

T9062754
Position Surface form Disambiguated ID Type / Status
Subject University of Waikato E217167 entity
Predicate hasFaculty P141 FINISHED
Object Waikato Management School
Waikato Management School is the business and management faculty of the University of Waikato, offering undergraduate and postgraduate programs in areas such as accounting, finance, marketing, and strategic management.
E217167 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: Waikato Management School | Statement: [University of Waikato, hasFaculty, Waikato Management School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Waikato Management School
Context triple: [University of Waikato, hasFaculty, Waikato Management School]
  • A. Auckland University of Technology
    Auckland University of Technology is a major New Zealand public university known for its applied, industry-focused programs and strong emphasis on innovation and technology.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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: Waikato Management School
Triple: [University of Waikato, hasFaculty, Waikato Management School]
Generated description
Waikato Management School is the business and management faculty of the University of Waikato, offering undergraduate and postgraduate programs in areas such as accounting, finance, marketing, and strategic management.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Waikato Management School
Target entity description: Waikato Management School is the business and management faculty of the University of Waikato, offering undergraduate and postgraduate programs in areas such as accounting, finance, marketing, and strategic management.
  • A. Auckland University of Technology
    Auckland University of Technology is a major New Zealand public university known for its applied, industry-focused programs and strong emphasis on innovation and technology.
  • B. University of Waikato chosen
    The University of Waikato is a New Zealand public research university known for its strengths in computer science, education, and environmental studies.
  • C. 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.
  • D. 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.
  • E. 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.
  • F. None of above.

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_69ca83d4425481909a319dab847724ec completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cc7ecd352c8190a744579209b2e535 completed April 1, 2026, 2:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfebf4b9348190a7f01c64098c25f7 completed April 3, 2026, 4:33 p.m.
NEDg Description generation batch_69cfedeb1a648190974b579109bdde3b completed April 3, 2026, 4:42 p.m.
NED2 Entity disambiguation (via description) batch_69cfee5ef8208190a129df4fa49037a0 completed April 3, 2026, 4:44 p.m.
Created at: March 30, 2026, 7:11 p.m.