Triple

T5548743
Position Surface form Disambiguated ID Type / Status
Subject Edwards School of Business E145472 entity
Predicate hasUnit P35 FINISHED
Object Department of Management and Marketing
The Department of Management and Marketing is an academic unit within the Edwards School of Business that focuses on teaching and research in organizational management, strategy, and marketing.
E532700 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 and Marketing | Statement: [Edwards School of Business, hasUnit, Department of Management and Marketing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Department of Management and Marketing
Context triple: [Edwards School of Business, hasUnit, Department of Management and Marketing]
  • A. Faculty of Management and Marketing
    The Faculty of Management and Marketing is a business-oriented academic division of Kyiv Polytechnic Institute that specializes in education and research in management, marketing, and related economic disciplines.
  • B. 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.
  • C. 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.
  • D. 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.
  • 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
  • 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 and Marketing
Triple: [Edwards School of Business, hasUnit, Department of Management and Marketing]
Generated description
The Department of Management and Marketing is an academic unit within the Edwards School of Business that focuses on teaching and research in organizational management, strategy, and marketing.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Department of Management and Marketing
Target entity description: The Department of Management and Marketing is an academic unit within the Edwards School of Business that focuses on teaching and research in organizational management, strategy, and marketing.
  • A. Faculty of Management and Marketing
    The Faculty of Management and Marketing is a business-oriented academic division of Kyiv Polytechnic Institute that specializes in education and research in management, marketing, and related economic disciplines.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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_69c008fb879c81909f5bfa56fadc1d46 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c01fe143ec8190bb67d2530c92a419 completed March 22, 2026, 4:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0282dd7408190ad762fca9ff5e04b completed March 22, 2026, 5:34 p.m.
NEDg Description generation batch_69c0400d14cc8190a9962cb43fe17d83 completed March 22, 2026, 7:16 p.m.
NED2 Entity disambiguation (via description) batch_69c0407964d08190b5552b410c9ba915 completed March 22, 2026, 7:18 p.m.
Created at: March 22, 2026, 3:35 p.m.