Triple
T3700015
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Liverpool Hope University |
E78554
|
entity |
| Predicate | hasFormerName |
P65
|
FINISHED |
| Object |
Liverpool Institute of Higher Education
Liverpool Institute of Higher Education was a teacher-training and higher education college in Liverpool that later evolved into what is now Liverpool Hope University.
|
E382054
|
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: Liverpool Institute of Higher Education | Statement: [Liverpool Hope University, hasFormerName, Liverpool Institute of Higher Education]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Liverpool Institute of Higher Education Context triple: [Liverpool Hope University, hasFormerName, Liverpool Institute of Higher Education]
-
A.
Liverpool Institute
Liverpool Institute was a historic grammar school in Liverpool, England, known for educating several notable figures including members of The Beatles.
-
B.
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.
-
C.
Birkenhead Institute
Birkenhead Institute was a former secondary school in Birkenhead, England, best known for educating the renowned First World War poet Wilfred Owen.
-
D.
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.
-
E.
Royal Manchester Institution
The Royal Manchester Institution was a 19th-century learned society and art institution in Manchester that played a key role in promoting the visual arts and later evolved into what is now Manchester Art Gallery.
- 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: Liverpool Institute of Higher Education Triple: [Liverpool Hope University, hasFormerName, Liverpool Institute of Higher Education]
Generated description
Liverpool Institute of Higher Education was a teacher-training and higher education college in Liverpool that later evolved into what is now Liverpool Hope University.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Liverpool Institute of Higher Education Target entity description: Liverpool Institute of Higher Education was a teacher-training and higher education college in Liverpool that later evolved into what is now Liverpool Hope University.
-
A.
Liverpool Institute
Liverpool Institute was a historic grammar school in Liverpool, England, known for educating several notable figures including members of The Beatles.
-
B.
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.
-
C.
Birkenhead Institute
Birkenhead Institute was a former secondary school in Birkenhead, England, best known for educating the renowned First World War poet Wilfred Owen.
-
D.
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.
-
E.
Royal Manchester Institution
The Royal Manchester Institution was a 19th-century learned society and art institution in Manchester that played a key role in promoting the visual arts and later evolved into what is now Manchester Art Gallery.
- 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_69ad85e3b1888190abc983e06968696d |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc513d26c8190bfdf25f62af8c6ca |
completed | March 8, 2026, 6:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4cdf1b16081909b18af630d0b4817 |
completed | March 14, 2026, 2:54 a.m. |
| NEDg | Description generation | batch_69b4d1a5411c81909f464f8abc012177 |
completed | March 14, 2026, 3:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4d20a7fa8819093e8e66ba9272f31 |
completed | March 14, 2026, 3:12 a.m. |
Created at: March 8, 2026, 3:26 p.m.