Triple

T6020016
Position Surface form Disambiguated ID Type / Status
Subject UCLA Anderson School of Management E134039 entity
Predicate hasDepartment P35 FINISHED
Object Global Economics and Management area
The Global Economics and Management area is an academic unit at UCLA Anderson that focuses on international economics, global strategy, and the management of firms operating across borders.
E562208 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: Global Economics and Management area | Statement: [UCLA Anderson School of Management, hasDepartment, Global Economics and Management area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Global Economics and Management area
Context triple: [UCLA Anderson School of Management, hasDepartment, Global Economics and Management area]
  • A. Economics, Finance and Management category
    The Economics, Finance and Management category is a field of the BBVA Foundation Frontiers of Knowledge Awards that honors outstanding contributions to understanding and advancing economic systems, financial markets, and organizational management.
  • B. Economic Sciences
    Economic Sciences is the academic discipline that studies how individuals, businesses, governments, and societies allocate scarce resources and make decisions about production, distribution, and consumption.
  • C. Center for Global Business and the Economy
    The Center for Global Business and the Economy is a Stanford Graduate School of Business research hub that examines international economic issues, globalization, and their implications for business and public policy.
  • D. Economy and Society
    Economy and Society is Max Weber’s foundational sociological treatise that systematically analyzes the structures of authority, bureaucracy, and the relationship between economy, law, and social order.
  • E. Department of Economics and Management
    The Department of Economics and Management is an academic unit of the University of Trento focused on teaching and research in economics, business, and management disciplines.
  • 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: Global Economics and Management area
Triple: [UCLA Anderson School of Management, hasDepartment, Global Economics and Management area]
Generated description
The Global Economics and Management area is an academic unit at UCLA Anderson that focuses on international economics, global strategy, and the management of firms operating across borders.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Global Economics and Management area
Target entity description: The Global Economics and Management area is an academic unit at UCLA Anderson that focuses on international economics, global strategy, and the management of firms operating across borders.
  • A. Economics, Finance and Management category
    The Economics, Finance and Management category is a field of the BBVA Foundation Frontiers of Knowledge Awards that honors outstanding contributions to understanding and advancing economic systems, financial markets, and organizational management.
  • B. Economic Sciences
    Economic Sciences is the academic discipline that studies how individuals, businesses, governments, and societies allocate scarce resources and make decisions about production, distribution, and consumption.
  • C. Center for Global Business and the Economy
    The Center for Global Business and the Economy is a Stanford Graduate School of Business research hub that examines international economic issues, globalization, and their implications for business and public policy.
  • D. Economy and Society
    Economy and Society is Max Weber’s foundational sociological treatise that systematically analyzes the structures of authority, bureaucracy, and the relationship between economy, law, and social order.
  • E. Department of Economics and Management
    The Department of Economics and Management is an academic unit of the University of Trento focused on teaching and research in economics, business, and management 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_69c008742a5c8190b9cb9c2787a3d8b3 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c04f86efec8190bc357dddf6ebb4a9 completed March 22, 2026, 8:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69c108be2170819084b4b940e52b0185 completed March 23, 2026, 9:32 a.m.
NEDg Description generation batch_69c10abc9aa08190acf1ced6a8be322e completed March 23, 2026, 9:41 a.m.
NED2 Entity disambiguation (via description) batch_69c10b5c118c8190aaf5461c40472022 completed March 23, 2026, 9:43 a.m.
Created at: March 22, 2026, 4:07 p.m.