Triple
T679471
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of Liverpool |
E13148
|
entity |
| Predicate | hasAffiliation |
P467
|
FINISHED |
| Object |
University of Liverpool Management School
The University of Liverpool Management School is the business school of the University of Liverpool, offering undergraduate, postgraduate, and research programs in management and related disciplines.
|
E13148
|
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 Liverpool Management School | Statement: [University of Liverpool, hasAffiliation, University of Liverpool Management School]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: University of Liverpool Management School Context triple: [University of Liverpool, hasAffiliation, University of Liverpool Management School]
-
A.
University of Liverpool
The University of Liverpool is a major public research university in Liverpool, England, known for its strong emphasis on science and engineering, membership in leading research collaborations, and global academic reputation.
-
B.
University of Salford
The University of Salford is a public research university in Greater Manchester, England, known for its strong industry links and vocationally oriented programs, particularly in media, health, engineering, and the built environment.
-
C.
Liverpool John Moores University
Liverpool John Moores University is a public research university in Liverpool, England, known for its strong links to industry and vocationally oriented academic programs.
-
D.
Liverpool Hope University
Liverpool Hope University is a public university in Liverpool, England, known for its strong focus on teaching quality, liberal arts, and teacher education.
-
E.
Manchester Metropolitan University
Manchester Metropolitan University is a large public university in Manchester, England, known for its vocationally oriented courses, strong links with industry, and extensive urban campus.
- 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 Liverpool Management School Triple: [University of Liverpool, hasAffiliation, University of Liverpool Management School]
Generated description
The University of Liverpool Management School is the business school of the University of Liverpool, offering undergraduate, postgraduate, and research programs in management and related disciplines.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: University of Liverpool Management School Target entity description: The University of Liverpool Management School is the business school of the University of Liverpool, offering undergraduate, postgraduate, and research programs in management and related disciplines.
-
A.
University of Liverpool
chosen
The University of Liverpool is a major public research university in Liverpool, England, known for its strong emphasis on science and engineering, membership in leading research collaborations, and global academic reputation.
-
B.
University of Salford
The University of Salford is a public research university in Greater Manchester, England, known for its strong industry links and vocationally oriented programs, particularly in media, health, engineering, and the built environment.
-
C.
Liverpool John Moores University
Liverpool John Moores University is a public research university in Liverpool, England, known for its strong links to industry and vocationally oriented academic programs.
-
D.
Liverpool Hope University
Liverpool Hope University is a public university in Liverpool, England, known for its strong focus on teaching quality, liberal arts, and teacher education.
-
E.
Manchester Metropolitan University
Manchester Metropolitan University is a large public university in Manchester, England, known for its vocationally oriented courses, strong links with industry, and extensive urban campus.
- 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_69a4933d3bf88190972041cd8cf143b9 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a4a04f4efc819082767a7517fa760a |
completed | March 1, 2026, 8:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a7927c75448190aafcaa955519833c |
completed | March 4, 2026, 2:01 a.m. |
| NEDg | Description generation | batch_69a7965d1ce08190a1b6b30ffa23f974 |
completed | March 4, 2026, 2:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a796b5cf708190ac3d11f80a3af7ce |
completed | March 4, 2026, 2:19 a.m. |
Created at: March 1, 2026, 7:36 p.m.