Triple

T7073672
Position Surface form Disambiguated ID Type / Status
Subject Faculty of Commerce, University of Swaziland E164760 entity
Predicate hasDepartment P35 FINISHED
Object Department of Management
The Department of Management is an academic unit within the Faculty of Commerce at the University of Swaziland that focuses on teaching and research in business and organizational management.
E639763 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 | Statement: [Faculty of Commerce, University of Swaziland, hasDepartment, Department of Management]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Department of Management
Context triple: [Faculty of Commerce, University of Swaziland, hasDepartment, Department of Management]
  • A. Department of Management
    The Department of Management was a former United Nations Secretariat department responsible for overseeing the organization’s administrative, financial, and human resources functions before being replaced by the Department of Operational Support.
  • B. Department of Management
    The Department of Management is an academic unit within the Culverhouse College of Business that focuses on teaching and research in areas such as leadership, organizational behavior, strategy, and human resource management.
  • C. Department of Management
    The Department of Management is an academic unit within Santa Clara University's Leavey School of Business that focuses on teaching and research in organizational management, leadership, and related business disciplines.
  • D. Department of Management
    The Department of Management is an academic unit at Ca' Foscari University of Venice focused on teaching and research in business, economics, and organizational studies.
  • E. Department of Management
    The Department of Management is an academic unit within the Isenberg School of Management that focuses on teaching and research in areas such as leadership, organizational behavior, strategy, and business administration.
  • 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
Triple: [Faculty of Commerce, University of Swaziland, hasDepartment, Department of Management]
Generated description
The Department of Management is an academic unit within the Faculty of Commerce at the University of Swaziland that focuses on teaching and research in business and organizational management.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Department of Management
Target entity description: The Department of Management is an academic unit within the Faculty of Commerce at the University of Swaziland that focuses on teaching and research in business and organizational management.
  • A. Department of Management
    The Department of Management is an academic unit within the Culverhouse College of Business that focuses on teaching and research in areas such as leadership, organizational behavior, strategy, and human resource management.
  • B. Department of Management
    The Department of Management is an academic unit within Santa Clara University's Leavey School of Business that focuses on teaching and research in organizational management, leadership, and related business disciplines.
  • C. Department of Management
    The Department of Management is an academic unit within Wayne State University's Mike Ilitch School of Business that focuses on teaching and research in organizational management, leadership, and related business disciplines.
  • D. Department of Management
    The Department of Management is an academic unit within the Isenberg School of Management that focuses on teaching and research in areas such as leadership, organizational behavior, strategy, and business administration.
  • E. Department of Management
    The Department of Management is an academic unit at Ca' Foscari University of Venice focused on teaching and research in business, economics, and organizational studies.
  • 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_69c6887b96548190a8a9b3ac8adf4119 completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e4cb76548190bd98876f8ba925b7 completed March 27, 2026, 8:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69c794641dd481908df979600b7a8e92 completed March 28, 2026, 8:42 a.m.
NEDg Description generation batch_69c7950271a48190b6e0c3f307ebdc5a completed March 28, 2026, 8:44 a.m.
NED2 Entity disambiguation (via description) batch_69c7957439b8819081fb2721bbd8b65c completed March 28, 2026, 8:46 a.m.
Created at: March 27, 2026, 2:39 p.m.