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.