Triple

T18812450
Position Surface form Disambiguated ID Type / Status
Subject North Shore, Auckland E460048 entity
Predicate hasEducationalInstitution P113 FINISHED
Object AUT North Campus
AUT North Campus is a major campus of Auckland University of Technology located on Auckland’s North Shore, offering a range of tertiary education programs and facilities.
E1344287 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: AUT North Campus | Statement: [North Shore, Auckland, hasEducationalInstitution, AUT North Campus]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: AUT North Campus
Context triple: [North Shore, Auckland, hasEducationalInstitution, AUT North Campus]
  • A. UB South Campus
    UB South Campus is one of the primary campuses of the University at Buffalo, known for its historic architecture and location in Buffalo, New York.
  • B. UB North Campus
    UB North Campus is the main suburban campus of the University at Buffalo, located in Amherst, New York, housing most of the university’s academic and research facilities.
  • C. Scott Northern Wake Campus
    Scott Northern Wake Campus is a satellite campus of Wake Technical Community College serving students in the northern Wake County area with a range of academic and workforce training programs.
  • D. Busch Campus
    Busch Campus is a major Rutgers University campus in Piscataway, New Jersey, known for its science and engineering facilities, research centers, and athletic venues.
  • E. Fayetteville campus
    Fayetteville campus is the flagship campus of the University of Arkansas, located in Fayetteville and serving as its primary center for academic and research activities.
  • 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: AUT North Campus
Triple: [North Shore, Auckland, hasEducationalInstitution, AUT North Campus]
Generated description
AUT North Campus is a major campus of Auckland University of Technology located on Auckland’s North Shore, offering a range of tertiary education programs and facilities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: AUT North Campus
Target entity description: AUT North Campus is a major campus of Auckland University of Technology located on Auckland’s North Shore, offering a range of tertiary education programs and facilities.
  • A. UB South Campus
    UB South Campus is one of the primary campuses of the University at Buffalo, known for its historic architecture and location in Buffalo, New York.
  • B. UB North Campus
    UB North Campus is the main suburban campus of the University at Buffalo, located in Amherst, New York, housing most of the university’s academic and research facilities.
  • C. Scott Northern Wake Campus
    Scott Northern Wake Campus is a satellite campus of Wake Technical Community College serving students in the northern Wake County area with a range of academic and workforce training programs.
  • D. Busch Campus
    Busch Campus is a major Rutgers University campus in Piscataway, New Jersey, known for its science and engineering facilities, research centers, and athletic venues.
  • E. Fayetteville campus
    Fayetteville campus is the flagship campus of the University of Arkansas, located in Fayetteville and serving as its primary center for academic and research activities.
  • 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_69d8d398c7d4819091cb2f7e48948aeb completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e5a3dcc7d88190801d9c9202e0e411 completed April 20, 2026, 3:56 a.m.
NED1 Entity disambiguation (via context triple) batch_6a055bc3e9288190aae8377b0916c6f3 completed May 14, 2026, 5:21 a.m.
NEDg Description generation batch_6a055f29b0ec8190ab40d9ecd896cd0d completed May 14, 2026, 5:35 a.m.
NED2 Entity disambiguation (via description) batch_6a055ffb2d408190a111e58759c4756e completed May 14, 2026, 5:39 a.m.
Created at: April 10, 2026, 11:53 a.m.