Triple
T710522
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of Sheffield |
E14194
|
entity |
| Predicate | hasAffiliatedInstitution |
P1933
|
FINISHED |
| Object |
Advanced Manufacturing Research Centre
The Advanced Manufacturing Research Centre is a UK-based industrial research facility that develops cutting-edge manufacturing technologies in partnership with industry and academia.
|
E84523
|
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: Advanced Manufacturing Research Centre | Statement: [University of Sheffield, hasAffiliatedInstitution, Advanced Manufacturing Research Centre]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Advanced Manufacturing Research Centre Context triple: [University of Sheffield, hasAffiliatedInstitution, Advanced Manufacturing Research Centre]
-
A.
Institute for Manufacturing, University of Cambridge
The Institute for Manufacturing at the University of Cambridge is a leading research and education centre focused on manufacturing, technology management, and industrial innovation.
-
B.
Cambridge Engineering Design Centre
The Cambridge Engineering Design Centre is a research and teaching centre at the University of Cambridge focused on advancing engineering design methods, tools, and practice across academia and industry.
-
C.
Cambridge Centre for Smart Infrastructure and Construction
The Cambridge Centre for Smart Infrastructure and Construction is a research centre at the University of Cambridge focused on developing and applying innovative sensing, data, and digital technologies to improve the design, performance, and management of civil infrastructure and construction.
-
D.
Center for Engineering Innovation and Design
The Center for Engineering Innovation and Design is Yale University's interdisciplinary hub where students and researchers collaborate on hands-on engineering, design, and prototyping projects.
-
E.
Institute for Materials Research
The Institute for Materials Research is a leading Japanese research center at Tohoku University specializing in advanced materials science and engineering.
- 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: Advanced Manufacturing Research Centre Triple: [University of Sheffield, hasAffiliatedInstitution, Advanced Manufacturing Research Centre]
Generated description
The Advanced Manufacturing Research Centre is a UK-based industrial research facility that develops cutting-edge manufacturing technologies in partnership with industry and academia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Advanced Manufacturing Research Centre Target entity description: The Advanced Manufacturing Research Centre is a UK-based industrial research facility that develops cutting-edge manufacturing technologies in partnership with industry and academia.
-
A.
Institute for Manufacturing, University of Cambridge
The Institute for Manufacturing at the University of Cambridge is a leading research and education centre focused on manufacturing, technology management, and industrial innovation.
-
B.
Cambridge Engineering Design Centre
The Cambridge Engineering Design Centre is a research and teaching centre at the University of Cambridge focused on advancing engineering design methods, tools, and practice across academia and industry.
-
C.
Cambridge Centre for Smart Infrastructure and Construction
The Cambridge Centre for Smart Infrastructure and Construction is a research centre at the University of Cambridge focused on developing and applying innovative sensing, data, and digital technologies to improve the design, performance, and management of civil infrastructure and construction.
-
D.
Center for Engineering Innovation and Design
The Center for Engineering Innovation and Design is Yale University's interdisciplinary hub where students and researchers collaborate on hands-on engineering, design, and prototyping projects.
-
E.
Institute for Materials Research
The Institute for Materials Research is a leading Japanese research center at Tohoku University specializing in advanced materials science and engineering.
- 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_69a493494ec48190ae6751683625a9ba |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a55c99fc8190941c5fd18551792a |
completed | March 1, 2026, 8:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a5dcb3452c8190a150b4a182807813 |
completed | March 2, 2026, 6:53 p.m. |
| NEDg | Description generation | batch_69a5dfca43a08190b3e8a13284163822 |
completed | March 2, 2026, 7:06 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a5ff271e288190a9932832609c3c3d |
completed | March 2, 2026, 9:20 p.m. |
Created at: March 1, 2026, 7:36 p.m.