Triple

T1922993
Position Surface form Disambiguated ID Type / Status
Subject Shane Legg E40165 entity
Predicate educatedAt P5 FINISHED
Object 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.
 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: University of Waikato | Statement: [Shane Legg, educatedAt, University of Waikato]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: University of Waikato
Context triple: [Shane Legg, educatedAt, University of Waikato]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Renison University College
    Renison University College is a publicly funded, church-affiliated liberal arts college in Waterloo, Ontario, that is academically integrated with the University of Waterloo and known for programs in social work, social development studies, and East Asian studies.
  • 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: University of Waikato
Triple: [Shane Legg, educatedAt, University of Waikato]
Generated description
The University of Waikato is a New Zealand public research university known for its strengths in computer science, education, and environmental studies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: University of Waikato
Target entity description: The University of Waikato is a New Zealand public research university known for its strengths in computer science, education, and environmental studies.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Renison University College
    Renison University College is a publicly funded, church-affiliated liberal arts college in Waterloo, Ontario, that is academically integrated with the University of Waterloo and known for programs in social work, social development studies, and East Asian studies.
  • 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_69a8864298748190a2f2fd34f7ef8d77 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb23459ac819088ded5bfac9d4aad completed March 7, 2026, 5:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69adf3e458e8819098ea1c2d5598f890 completed March 8, 2026, 10:10 p.m.
NEDg Description generation batch_69adf4cd91008190ada815601d9f76b4 completed March 8, 2026, 10:14 p.m.
NED2 Entity disambiguation (via description) batch_69adf5681ea88190979237322fd2785b completed March 8, 2026, 10:17 p.m.
Created at: March 4, 2026, 7:35 p.m.