Triple

T21451754
Position Surface form Disambiguated ID Type / Status
Subject Otaru University of Commerce E529224 entity
Predicate hasDepartment P35 FINISHED
Object Department of Information and Management Science
The Department of Information and Management Science is an academic unit at Otaru University of Commerce that focuses on the study and integration of information systems, data analysis, and management principles.
E1485674 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 Information and Management Science | Statement: [Otaru University of Commerce, hasDepartment, Department of Information and Management Science]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Department of Information and Management Science
Context triple: [Otaru University of Commerce, hasDepartment, Department of Information and Management Science]
  • A. College of Information and Management Science
    The College of Information and Management Science is an academic unit of Hunan Agricultural University specializing in information technology, data analysis, and management-related disciplines.
  • B. Department of Information Systems, Statistics, and Management Science
    The Department of Information Systems, Statistics, and Management Science is an academic unit within the Culverhouse College of Business that focuses on data-driven decision-making, analytics, and information technologies in business contexts.
  • C. Department of Management Information Systems
    The Department of Management Information Systems is an academic unit specializing in the study and teaching of information systems, technology management, and data-driven decision-making within the Eller College of Management.
  • D. Faculty of Management and Information Science
    The Faculty of Management and Information Science is an academic division of Dharamsinh Desai University that offers programs integrating business management education with information technology and related disciplines.
  • E. Information Systems and Decision Sciences Department
    The Information Systems and Decision Sciences Department is an academic unit specializing in information technology, analytics, and data-driven decision-making within the Muma College of Business.
  • 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 Information and Management Science
Triple: [Otaru University of Commerce, hasDepartment, Department of Information and Management Science]
Generated description
The Department of Information and Management Science is an academic unit at Otaru University of Commerce that focuses on the study and integration of information systems, data analysis, and management principles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Department of Information and Management Science
Target entity description: The Department of Information and Management Science is an academic unit at Otaru University of Commerce that focuses on the study and integration of information systems, data analysis, and management principles.
  • A. College of Information and Management Science
    The College of Information and Management Science is an academic unit of Hunan Agricultural University specializing in information technology, data analysis, and management-related disciplines.
  • B. Department of Information Systems, Statistics, and Management Science
    The Department of Information Systems, Statistics, and Management Science is an academic unit within the Culverhouse College of Business that focuses on data-driven decision-making, analytics, and information technologies in business contexts.
  • C. Department of Management Information Systems
    The Department of Management Information Systems is an academic unit specializing in the study and teaching of information systems, technology management, and data-driven decision-making within the Eller College of Management.
  • D. Faculty of Management and Information Science
    The Faculty of Management and Information Science is an academic division of Dharamsinh Desai University that offers programs integrating business management education with information technology and related disciplines.
  • E. Information Systems and Decision Sciences Department
    The Information Systems and Decision Sciences Department is an academic unit specializing in information technology, analytics, and data-driven decision-making within the Muma College of Business.
  • 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_69e0c457579481909db68053ed99750c completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69e9e9d33e648190864b0ef5acf36659 completed April 23, 2026, 9:43 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09c90a182c8190881279e88394ff97 completed May 17, 2026, 1:56 p.m.
NEDg Description generation batch_6a09c9c2fbf081909f740049184552f0 completed May 17, 2026, 1:59 p.m.
NED2 Entity disambiguation (via description) batch_6a09cbae96a8819095c7e916fb93d65e completed May 17, 2026, 2:07 p.m.
Created at: April 16, 2026, 6:07 p.m.