Triple

T12311016
Position Surface form Disambiguated ID Type / Status
Subject Athens University of Economics and Business E293476 entity
Predicate hasDepartment P35 FINISHED
Object 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.
E973565 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: Department of Management Science and Technology | Statement: [Athens University of Economics and Business, hasDepartment, Department of Management Science and Technology]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Department of Management Science and Technology
Context triple: [Athens University of Economics and Business, hasDepartment, Department of Management Science and Technology]
  • A. Department of Management Sciences
    The Department of Management Sciences is an academic unit at Kohat University of Science and Technology that offers education and research programs in business, management, and related fields.
  • B. Department of Management and Business
    The Department of Management and Business is an academic unit at Skidmore College that offers undergraduate programs focused on business, management, and related fields within a liberal arts context.
  • C. Department of Finance and Management Science
    The Department of Finance and Management Science is an academic unit that focuses on teaching and research in financial analysis, risk management, and quantitative decision-making within the Carson College of Business.
  • D. School of Management Sciences
    The School of Management Sciences is an academic unit of Tezpur University that offers education and research programs in business and management disciplines.
  • E. 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.
  • 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: Department of Management Science and Technology
Triple: [Athens University of Economics and Business, hasDepartment, Department of Management Science and Technology]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Department of Management Science and Technology
Target entity description: 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.
  • A. Department of Management Sciences
    The Department of Management Sciences is an academic unit at Kohat University of Science and Technology that offers education and research programs in business, management, and related fields.
  • B. Department of Management and Business
    The Department of Management and Business is an academic unit at Skidmore College that offers undergraduate programs focused on business, management, and related fields within a liberal arts context.
  • C. Department of Finance and Management Science
    The Department of Finance and Management Science is an academic unit that focuses on teaching and research in financial analysis, risk management, and quantitative decision-making within the Carson College of Business.
  • D. School of Management Sciences
    The School of Management Sciences is an academic unit of Tezpur University that offers education and research programs in business and management disciplines.
  • E. 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.
  • 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_69d6ab6a2b50819082f6aedd32ed608a completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d93f02c0508190b10c0627cdaaba76 completed April 10, 2026, 6:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69f61e84fa708190854afc6afd425fd7 completed May 2, 2026, 3:55 p.m.
NEDg Description generation batch_69f61f5d746c8190b5b0edfc4832bc6c completed May 2, 2026, 3:59 p.m.
NED2 Entity disambiguation (via description) batch_69f62045b20c819083c755fbe99a9a7f completed May 2, 2026, 4:03 p.m.
Created at: April 8, 2026, 9:53 p.m.