Triple

T4837521
Position Surface form Disambiguated ID Type / Status
Subject Hau Lee E108097 entity
Predicate instanceOf P0 FINISHED
Object supply chain management scholar C16474 CONCEPT FINISHED

How this triple was built (1 step)

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.

CD Concept disambiguation gpt-5-mini-2025-08-07
Target class: supply chain management scholar
Context triple: [Hau Lee, instanceOf, supply chain management scholar]
  • A. leadership scholar
    A leadership scholar is an academic or researcher who systematically studies leadership theories, behaviors, contexts, and outcomes to advance understanding and practice of effective leadership.
  • B. organizational theorist
    An organizational theorist is a scholar or practitioner who studies, develops, and applies theories to explain how organizations function, adapt, and perform within their internal structures and external environments.
  • C. law and economics scholar
    A law and economics scholar is an academic who analyzes legal rules and institutions using economic theories and methods to understand and improve their efficiency, incentives, and social impact.
  • D. health policy scholar
    A health policy scholar is an expert who studies, analyzes, and evaluates health systems, laws, and regulations to inform and improve public health decision-making and outcomes.
  • E. management consultant
    A management consultant is a professional who analyzes organizations’ operations and strategies to provide expert advice and solutions that improve performance, efficiency, and overall business outcomes.
  • F. None of above. chosen

Provenance (1 batch)

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_69bd43fbe444819085cb970706ef73f7 completed March 20, 2026, 12:56 p.m.
Created at: March 20, 2026, 1:25 p.m.