Triple

T512612
Position Surface form Disambiguated ID Type / Status
Subject Lancaster University E10638 entity
Predicate hasBusinessSchool P113 FINISHED
Object Lancaster University Management School
Lancaster University Management School is a leading UK business school known for its strong research output, high-ranking management and MBA programs, and close links with industry.
E10638 NE FINISHED

How this triple was built (5 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: Lancaster University Management School | Statement: [Lancaster University, hasBusinessSchool, Lancaster University Management School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lancaster University Management School
Context triple: [Lancaster University, hasBusinessSchool, Lancaster University Management School]
  • A. Lancaster University
    Lancaster University is a public research university in Lancashire, England, known for its strong research output, collegiate system, and consistently high rankings in UK and global league tables.
  • B. Cambridge Judge Business School
    Cambridge Judge Business School is the University of Cambridge’s business school, renowned for its MBA and postgraduate management programs, research, and close ties to global industry and entrepreneurship.
  • C. University of Warwick
    The University of Warwick is a leading public research university in Coventry, England, renowned for its strong academic reputation, innovative research, and highly ranked programs across disciplines such as economics, business, and the sciences.
  • D. University of Nottingham
    The University of Nottingham is a major public research university in Nottingham, England, known for its strong academic reputation, global campuses, and membership in the UK's leading research-intensive universities.
  • E. University of Bath
    The University of Bath is a public research university in Bath, England, renowned for its strengths in engineering, science, management, and social sciences.
  • 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: Lancaster University Management School
Triple: [Lancaster University, hasBusinessSchool, Lancaster University Management School]
Generated description
Lancaster University Management School is a leading UK business school known for its strong research output, high-ranking management and MBA programs, and close links with industry.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lancaster University Management School
Target entity description: Lancaster University Management School is a leading UK business school known for its strong research output, high-ranking management and MBA programs, and close links with industry.
  • A. Lancaster University chosen
    Lancaster University is a public research university in Lancashire, England, known for its strong research output, collegiate system, and consistently high rankings in UK and global league tables.
  • B. Cambridge Judge Business School
    Cambridge Judge Business School is the University of Cambridge’s business school, renowned for its MBA and postgraduate management programs, research, and close ties to global industry and entrepreneurship.
  • C. University of Warwick
    The University of Warwick is a leading public research university in Coventry, England, renowned for its strong academic reputation, innovative research, and highly ranked programs across disciplines such as economics, business, and the sciences.
  • D. University of Nottingham
    The University of Nottingham is a major public research university in Nottingham, England, known for its strong academic reputation, global campuses, and membership in the UK's leading research-intensive universities.
  • E. University of Bath
    The University of Bath is a public research university in Bath, England, renowned for its strengths in engineering, science, management, and social sciences.
  • F. None of above.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasBusinessSchool
Context triple: [Lancaster University, hasBusinessSchool, Lancaster University Management School]
  • A. hasSchool chosen
    Indicates that an entity possesses, is associated with, or is served by a particular school.
  • B. isStudiedIn
    Indicates that a subject (such as a topic, field, or phenomenon) is examined, researched, or learned about within a particular context, environment, or discipline.
  • C. hasEducationalProgram
    Indicates that an entity offers, runs, or is associated with a specific educational program.
  • D. hasMajorUniversity
    Indicates that a location or region contains at least one prominent, large, or academically significant university.
  • E. containsEducationalInstitution
    Indicates that one entity geographically or administratively includes or encompasses an educational institution within its boundaries or structure.
  • F. None of above.

Provenance (6 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_69a2e84a0d08819087e01863fcd9abf1 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f232fa688190b08a2fe3f22c7a6e completed Feb. 28, 2026, 1:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69a49ebe662c8190acdbb8857283f7d1 completed March 1, 2026, 8:17 p.m.
NEDg Description generation batch_69a49fcbcae88190acc3e9d61658beba completed March 1, 2026, 8:21 p.m.
NED2 Entity disambiguation (via description) batch_69a4a047b8548190ac9ba95983b06036 completed March 1, 2026, 8:23 p.m.
PD Predicate disambiguation batch_69a2f013c05481909e6dc87e7b20ebd8 completed Feb. 28, 2026, 1:39 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.