Triple
T8958738
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Loughborough University |
E213543
|
entity |
| Predicate | hasFaculty |
P141
|
FINISHED |
| Object |
School of Aeronautical, Automotive, Chemical and Materials Engineering
The School of Aeronautical, Automotive, Chemical and Materials Engineering is a specialist engineering school at Loughborough University known for its research and teaching in advanced engineering disciplines related to transport, process industries, and materials science.
|
E769729
|
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: School of Aeronautical, Automotive, Chemical and Materials Engineering | Statement: [Loughborough University, hasFaculty, School of Aeronautical, Automotive, Chemical and Materials Engineering]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: School of Aeronautical, Automotive, Chemical and Materials Engineering Context triple: [Loughborough University, hasFaculty, School of Aeronautical, Automotive, Chemical and Materials Engineering]
-
A.
School of Aerospace and Mechanical Engineering
The School of Aerospace and Mechanical Engineering is an academic department specializing in education and research in aerospace and mechanical engineering disciplines.
-
B.
School of Mechanical and Aerospace Engineering
The School of Mechanical and Aerospace Engineering is an academic department at Queen’s University Belfast specializing in education and research in mechanical and aerospace engineering disciplines.
-
C.
School of Mechanical and Aerospace Engineering
The School of Mechanical and Aerospace Engineering is a leading engineering school at Nanyang Technological University in Singapore, specializing in education and research in mechanical, aerospace, and related engineering disciplines.
-
D.
School of Civil, Aerospace and Design Engineering
The School of Civil, Aerospace and Design Engineering is an academic unit at the University of Bristol that focuses on education and research in civil engineering, aerospace engineering, and engineering design.
-
E.
School of Mechanical and Automotive Engineering
The School of Mechanical and Automotive Engineering is an academic unit of South China University of Technology specializing in education and research in mechanical engineering and automotive technologies.
- 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: School of Aeronautical, Automotive, Chemical and Materials Engineering Triple: [Loughborough University, hasFaculty, School of Aeronautical, Automotive, Chemical and Materials Engineering]
Generated description
The School of Aeronautical, Automotive, Chemical and Materials Engineering is a specialist engineering school at Loughborough University known for its research and teaching in advanced engineering disciplines related to transport, process industries, and materials science.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: School of Aeronautical, Automotive, Chemical and Materials Engineering Target entity description: The School of Aeronautical, Automotive, Chemical and Materials Engineering is a specialist engineering school at Loughborough University known for its research and teaching in advanced engineering disciplines related to transport, process industries, and materials science.
-
A.
School of Aerospace and Mechanical Engineering
The School of Aerospace and Mechanical Engineering is an academic department specializing in education and research in aerospace and mechanical engineering disciplines.
-
B.
School of Mechanical and Aerospace Engineering
The School of Mechanical and Aerospace Engineering is an academic department at Queen’s University Belfast specializing in education and research in mechanical and aerospace engineering disciplines.
-
C.
School of Mechanical and Aerospace Engineering
The School of Mechanical and Aerospace Engineering is a leading engineering school at Nanyang Technological University in Singapore, specializing in education and research in mechanical, aerospace, and related engineering disciplines.
-
D.
School of Civil, Aerospace and Design Engineering
The School of Civil, Aerospace and Design Engineering is an academic unit at the University of Bristol that focuses on education and research in civil engineering, aerospace engineering, and engineering design.
-
E.
School of Mechanical and Automotive Engineering
The School of Mechanical and Automotive Engineering is an academic unit of South China University of Technology specializing in education and research in mechanical engineering and automotive technologies.
- 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_69ca8399ad2081909f8fa41d4314c215 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc672b12b48190a9d964f79b96d237 |
completed | April 1, 2026, 12:30 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfc9430a8c819096e0df38c107d1bd |
completed | April 3, 2026, 2:05 p.m. |
| NEDg | Description generation | batch_69cfcaabe06481908e4a1a20dc16906e |
completed | April 3, 2026, 2:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfcb5d2be48190847967325f4c8f03 |
completed | April 3, 2026, 2:14 p.m. |
Created at: March 30, 2026, 7 p.m.