Triple

T7250286
Position Surface form Disambiguated ID Type / Status
Subject Gordon S. Lang School of Business and Economics E157579 entity
Predicate hasUnit P35 FINISHED
Object Department of Marketing and Consumer Studies
The Department of Marketing and Consumer Studies is an academic unit specializing in marketing, consumer behavior, and related business disciplines within the Gordon S. Lang School of Business and Economics.
E652383 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 Marketing and Consumer Studies | Statement: [Gordon S. Lang School of Business and Economics, hasUnit, Department of Marketing and Consumer Studies]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Department of Marketing and Consumer Studies
Context triple: [Gordon S. Lang School of Business and Economics, hasUnit, Department of Marketing and Consumer Studies]
  • A. 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.
  • B. Faculty of Marketing
    The Faculty of Marketing is an academic unit of the National Economics University in Vietnam specializing in education and research in marketing and related business disciplines.
  • C. Department of Marketing
    The Department of Marketing is an academic unit within Wayne State University's Mike Ilitch School of Business that focuses on teaching and research in marketing strategy, consumer behavior, and related business disciplines.
  • D. Department of Marketing
    The Department of Marketing is an academic unit within the Faculty of Commerce at the University of Swaziland that focuses on teaching and research in marketing principles, strategies, and practices.
  • E. Department of Marketing
    The Department of Marketing is an academic unit within the Haslam College of Business that focuses on teaching and research in areas such as consumer behavior, market strategy, and brand management.
  • 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 Marketing and Consumer Studies
Triple: [Gordon S. Lang School of Business and Economics, hasUnit, Department of Marketing and Consumer Studies]
Generated description
The Department of Marketing and Consumer Studies is an academic unit specializing in marketing, consumer behavior, and related business disciplines within the Gordon S. Lang School of Business and Economics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Department of Marketing and Consumer Studies
Target entity description: The Department of Marketing and Consumer Studies is an academic unit specializing in marketing, consumer behavior, and related business disciplines within the Gordon S. Lang School of Business and Economics.
  • A. 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.
  • B. Faculty of Marketing
    The Faculty of Marketing is an academic unit of the National Economics University in Vietnam specializing in education and research in marketing and related business disciplines.
  • C. Department of Marketing
    The Department of Marketing is an academic unit within Wayne State University's Mike Ilitch School of Business that focuses on teaching and research in marketing strategy, consumer behavior, and related business disciplines.
  • D. Department of Marketing
    The Department of Marketing is an academic unit within the Faculty of Commerce at the University of Swaziland that focuses on teaching and research in marketing principles, strategies, and practices.
  • E. Department of Marketing
    The Department of Marketing is an academic unit within the Haslam College of Business that focuses on teaching and research in areas such as consumer behavior, market strategy, and brand management.
  • 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_69c6882d81d4819085f7ff862951ee4f completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6ea791fec8190aee56ab4503770be completed March 27, 2026, 8:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7d3a2ba748190890c2980ca4a8ecd completed March 28, 2026, 1:12 p.m.
NEDg Description generation batch_69c7d4dd5c588190b9129f0c132d91d3 completed March 28, 2026, 1:17 p.m.
NED2 Entity disambiguation (via description) batch_69c7d58b19e48190b9fdb1181387acea completed March 28, 2026, 1:20 p.m.
Created at: March 27, 2026, 2:56 p.m.