Triple

T2487567
Position Surface form Disambiguated ID Type / Status
Subject University of Auckland E55960 entity
Predicate hasCampus P116 FINISHED
Object South Auckland Campus
South Auckland Campus is a regional campus of the University of Auckland serving students in the South Auckland area with a range of tertiary education programs and support services.
 E55960 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: South Auckland Campus | Statement: [University of Auckland, hasCampus, South Auckland Campus]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: South Auckland Campus
Context triple: [University of Auckland, hasCampus, South Auckland Campus]
  • 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. 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.
  • C. 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.
  • D. 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.
  • E. Cambridge, New Zealand
    Cambridge, New Zealand is a small rural town in the Waikato region known for its thoroughbred horse breeding, picturesque countryside, and historic charm.
  • 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: South Auckland Campus
Triple: [University of Auckland, hasCampus, South Auckland Campus]
Generated description
South Auckland Campus is a regional campus of the University of Auckland serving students in the South Auckland area with a range of tertiary education programs and support services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: South Auckland Campus
Target entity description: South Auckland Campus is a regional campus of the University of Auckland serving students in the South Auckland area with a range of tertiary education programs and support services.
  • A. University of Auckland chosen
    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. 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.
  • C. 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.
  • D. 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.
  • E. Cambridge, New Zealand
    Cambridge, New Zealand is a small rural town in the Waikato region known for its thoroughbred horse breeding, picturesque countryside, and historic charm.
  • 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_69ab49e670a88190b928e08302381710 completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abd1782ca081909645164a6acf0ea0 completed March 7, 2026, 7:19 a.m.
NED1 Entity disambiguation (via context triple) batch_69af17bca6f88190a63672fb3372f0be completed March 9, 2026, 6:55 p.m.
NEDg Description generation batch_69af1b7224488190bf896b2c77c3ba0a completed March 9, 2026, 7:11 p.m.
NED2 Entity disambiguation (via description) batch_69af1c7b0f088190870b2ed18756b0d5 completed March 9, 2026, 7:16 p.m.
Created at: March 6, 2026, 9:45 p.m.