Triple

T17012961

Position	Surface form	Disambiguated ID	Type / Status
Subject	Department of Mechanical Engineering, University of Sheffield	`E412746`	entity
Predicate	offersProgram	`P178`	FINISHED
Object	MSc Aerospace Materials MSc Aerospace Materials is a postgraduate engineering degree focused on the design, behavior, and advanced development of materials used in aerospace structures and technologies.	`E1247004`	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: MSc Aerospace Materials | Statement: [Department of Mechanical Engineering, University of Sheffield, offersProgram, MSc Aerospace Materials]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: MSc Aerospace Materials
Context triple: [Department of Mechanical Engineering, University of Sheffield, offersProgram, MSc Aerospace Materials]

A. 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.
B. School of Engineering and Materials Science
The School of Engineering and Materials Science is an academic department at Queen Mary University of London that focuses on teaching and research in engineering disciplines and advanced materials science.
C. School of Aeronautical and Space Engineering
The School of Aeronautical and Space Engineering is a specialized faculty of the Polytechnic University of Madrid focused on education and research in aerospace engineering and related technologies.
D. Department of Mechanical, Materials, and Aerospace Engineering
The Department of Mechanical, Materials, and Aerospace Engineering is an academic unit that offers education and conducts research in mechanical engineering, advanced materials, and aerospace systems.
E. School of Materials Science and Engineering
The School of Materials Science and Engineering is an academic unit of Chongqing University specializing in education and research on the properties, design, and applications of advanced materials.
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: MSc Aerospace Materials
Triple: [Department of Mechanical Engineering, University of Sheffield, offersProgram, MSc Aerospace Materials]

Generated description

MSc Aerospace Materials is a postgraduate engineering degree focused on the design, behavior, and advanced development of materials used in aerospace structures and technologies.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: MSc Aerospace Materials
Target entity description: MSc Aerospace Materials is a postgraduate engineering degree focused on the design, behavior, and advanced development of materials used in aerospace structures and technologies.

A. 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.
B. School of Engineering and Materials Science
The School of Engineering and Materials Science is an academic department at Queen Mary University of London that focuses on teaching and research in engineering disciplines and advanced materials science.
C. School of Aeronautical and Space Engineering
The School of Aeronautical and Space Engineering is a specialized faculty of the Polytechnic University of Madrid focused on education and research in aerospace engineering and related technologies.
D. Department of Mechanical, Materials, and Aerospace Engineering
The Department of Mechanical, Materials, and Aerospace Engineering is an academic unit that offers education and conducts research in mechanical engineering, advanced materials, and aerospace systems.
E. School of Materials Science and Engineering
The School of Materials Science and Engineering is an academic unit of Chongqing University specializing in education and research on the properties, design, and applications of advanced materials.
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_69d886cc4170819093deddc7b8b4b6a7`	completed	April 10, 2026, 5:12 a.m.
NER	Named-entity recognition	`batch_69e3d47dab688190bf486bcf0b40ed4f`	completed	April 18, 2026, 6:59 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a011b4990948190861ff81f8fc3e8f2`	completed	May 10, 2026, 11:56 p.m.
NEDg	Description generation	`batch_6a011cc1afc48190b83e3203407c1d7f`	completed	May 11, 2026, 12:03 a.m.
NED2	Entity disambiguation (via description)	`batch_6a011d67c82c8190b737406e8952eb2b`	completed	May 11, 2026, 12:05 a.m.

Created at: April 10, 2026, 5:33 a.m.