Triple

T5074410
Position Surface form Disambiguated ID Type / Status
Subject Leavey School of Business E114357 entity
Predicate hasDepartment P35 FINISHED
Object Department of Marketing
The Department of Marketing is an academic unit within Santa Clara University's Leavey School of Business that focuses on teaching and research in marketing strategy, consumer behavior, and related business disciplines.
E491657 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 | Statement: [Leavey School of Business, hasDepartment, Department of Marketing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Department of Marketing
Context triple: [Leavey School of Business, hasDepartment, Department of Marketing]
  • A. Department of Marketing
    The Department of Marketing is an academic unit at the Vienna University of Economics and Business specializing in research and education on marketing strategy, consumer behavior, and market analysis.
  • B. Department of Marketing
    The Department of Marketing is an academic unit within the Robert H. Smith School of Business that focuses on teaching and research in areas such as consumer behavior, branding, market strategy, and analytics.
  • C. 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.
  • D. Department of Marketing
    The Department of Marketing at Copenhagen Business School is an academic unit specializing in research and education on marketing strategy, consumer behavior, and market analysis within a leading European business school.
  • E. Department of Marketing
    The Department of Marketing is an academic unit within the Culverhouse College of Business that focuses on teaching and research in areas such as consumer behavior, branding, digital marketing, and market strategy.
  • 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
Triple: [Leavey School of Business, hasDepartment, Department of Marketing]
Generated description
The Department of Marketing is an academic unit within Santa Clara University's Leavey School of Business that focuses on teaching and research in marketing strategy, consumer behavior, and related business disciplines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Department of Marketing
Target entity description: The Department of Marketing is an academic unit within Santa Clara University's Leavey School of Business that focuses on teaching and research in marketing strategy, consumer behavior, and related business disciplines.
  • A. Department of Marketing
    The Department of Marketing is an academic unit within the Culverhouse College of Business that focuses on teaching and research in areas such as consumer behavior, branding, digital marketing, and market strategy.
  • B. Department of Marketing
    The Department of Marketing is an academic unit within the Robert H. Smith School of Business that focuses on teaching and research in areas such as consumer behavior, branding, market strategy, and analytics.
  • C. 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.
  • D. Department of Marketing
    The Department of Marketing is an academic unit within the Isenberg School of Management that focuses on teaching and research in areas such as consumer behavior, branding, market research, and strategic marketing.
  • E. Department of Marketing
    The Department of Marketing is an academic unit at the Vienna University of Economics and Business specializing in research and education on marketing strategy, consumer behavior, and market analysis.
  • 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_69bd443cf28c8190ad371d603563dbdd completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd74d0be1c819081b26235fe602a30 completed March 20, 2026, 4:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69beb11b3f3c819089f09178f17940c5 completed March 21, 2026, 2:54 p.m.
NEDg Description generation batch_69beb1a445f48190b3318d816830e1a6 completed March 21, 2026, 2:56 p.m.
NED2 Entity disambiguation (via description) batch_69beb23f789c8190811ee9e43327196c completed March 21, 2026, 2:59 p.m.
Created at: March 20, 2026, 1:39 p.m.