Triple

T20849759
Position Surface form Disambiguated ID Type / Status
Subject Chalmers Area of Advance in Energy E513323 entity
Predicate relatedTo P37 FINISHED
Object Chalmers Department of Technology Management and Economics
Chalmers Department of Technology Management and Economics is an academic department at Chalmers University of Technology that focuses on the intersection of engineering, management, and economics, including innovation, sustainability, and industrial development.
E1453964 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: Chalmers Department of Technology Management and Economics | Statement: [Chalmers Area of Advance in Energy, relatedTo, Chalmers Department of Technology Management and Economics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chalmers Department of Technology Management and Economics
Context triple: [Chalmers Area of Advance in Energy, relatedTo, Chalmers Department of Technology Management and Economics]
  • A. Department of Management Science and Technology
    The Department of Management Science and Technology is an academic unit specializing in the study and application of quantitative methods, information systems, and managerial practices to improve decision-making and organizational performance.
  • B. Centre for Technology Management
    The Centre for Technology Management is a research and education group at the University of Cambridge focused on how organizations strategically manage innovation, technology, and product development.
  • C. College of Management of Technology
    The College of Management of Technology is a faculty of EPFL that focuses on research and education at the intersection of management, economics, and engineering.
  • D. Faculty of Technology, Policy and Management
    The Faculty of Technology, Policy and Management is a multidisciplinary faculty at Delft University of Technology focused on integrating engineering, policy, and social sciences to address complex societal and technological challenges.
  • E. Department of Economics and Management
    The Department of Economics and Management is an academic unit of the University of Ferrara focused on teaching and research in economics, business, and related social sciences.
  • 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: Chalmers Department of Technology Management and Economics
Triple: [Chalmers Area of Advance in Energy, relatedTo, Chalmers Department of Technology Management and Economics]
Generated description
Chalmers Department of Technology Management and Economics is an academic department at Chalmers University of Technology that focuses on the intersection of engineering, management, and economics, including innovation, sustainability, and industrial development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chalmers Department of Technology Management and Economics
Target entity description: Chalmers Department of Technology Management and Economics is an academic department at Chalmers University of Technology that focuses on the intersection of engineering, management, and economics, including innovation, sustainability, and industrial development.
  • A. Department of Management Science and Technology
    The Department of Management Science and Technology is an academic unit specializing in the study and application of quantitative methods, information systems, and managerial practices to improve decision-making and organizational performance.
  • B. Centre for Technology Management
    The Centre for Technology Management is a research and education group at the University of Cambridge focused on how organizations strategically manage innovation, technology, and product development.
  • C. College of Management of Technology
    The College of Management of Technology is a faculty of EPFL that focuses on research and education at the intersection of management, economics, and engineering.
  • D. Faculty of Technology, Policy and Management
    The Faculty of Technology, Policy and Management is a multidisciplinary faculty at Delft University of Technology focused on integrating engineering, policy, and social sciences to address complex societal and technological challenges.
  • E. Department of Economics and Management
    The Department of Economics and Management is an academic unit of the University of Ferrara focused on teaching and research in economics, business, and related social sciences.
  • 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_69e0b4f4898081908209e58edb8f9c45 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c352ca8c819094545dbe67bfe3dc completed April 21, 2026, 12:22 a.m.
NED1 Entity disambiguation (via context triple) batch_6a090b05d48c8190a394feb0f0add9cf completed May 17, 2026, 12:25 a.m.
NEDg Description generation batch_6a090bf30e048190a2c81dece02c997d completed May 17, 2026, 12:29 a.m.
NED2 Entity disambiguation (via description) batch_6a090d0d52fc8190aed0a475f3424213 completed May 17, 2026, 12:34 a.m.
Created at: April 16, 2026, 12:43 p.m.