Triple

T19960301
Position Surface form Disambiguated ID Type / Status
Subject Miller College of Business E479794 entity
Predicate hasUnit P35 FINISHED
Object Center for Business and Economic Research
The Center for Business and Economic Research is a research and policy analysis institute within Ball State University's Miller College of Business that focuses on regional economic data, forecasting, and applied business research.
E1403663 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: Center for Business and Economic Research | Statement: [Miller College of Business, hasUnit, Center for Business and Economic Research]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Center for Business and Economic Research
Context triple: [Miller College of Business, hasUnit, Center for Business and Economic Research]
  • A. Center for Business and Economic Research
    The Center for Business and Economic Research is a research unit at IBA Karachi that conducts studies and analysis on business, economic, and policy issues relevant to Pakistan and the broader region.
  • B. Centre for Business Research
    The Centre for Business Research is a research institute at the University of Cambridge that focuses on the study of enterprise, innovation, and economic performance, particularly in relation to policy and business practice.
  • C. Centre for Economics and Business Research
    The Centre for Economics and Business Research is a UK-based economic consultancy and forecasting group known for providing independent analysis on economic trends, public policy, and business issues.
  • D. 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.
  • E. Department of Economics and Business
    The Department of Economics and Business is an academic unit specializing in teaching and research in economics, management, and related business disciplines at the University of Catania.
  • 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: Center for Business and Economic Research
Triple: [Miller College of Business, hasUnit, Center for Business and Economic Research]
Generated description
The Center for Business and Economic Research is a research and policy analysis institute within Ball State University's Miller College of Business that focuses on regional economic data, forecasting, and applied business research.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Center for Business and Economic Research
Target entity description: The Center for Business and Economic Research is a research and policy analysis institute within Ball State University's Miller College of Business that focuses on regional economic data, forecasting, and applied business research.
  • A. Center for Business and Economic Research
    The Center for Business and Economic Research is a research unit at IBA Karachi that conducts studies and analysis on business, economic, and policy issues relevant to Pakistan and the broader region.
  • B. Centre for Business Research
    The Centre for Business Research is a research institute at the University of Cambridge that focuses on the study of enterprise, innovation, and economic performance, particularly in relation to policy and business practice.
  • C. Centre for Economics and Business Research
    The Centre for Economics and Business Research is a UK-based economic consultancy and forecasting group known for providing independent analysis on economic trends, public policy, and business issues.
  • D. 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.
  • E. Department of Economics and Business
    The Department of Economics and Business is an academic unit specializing in teaching and research in economics, management, and related business disciplines at the University of Catania.
  • 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_69d8e523c19881909f9197037200dde6 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e65af386548190aefac1e40aac403d completed April 20, 2026, 4:57 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07fdccdf408190b0d1130b82e9bfb2 completed May 16, 2026, 5:17 a.m.
NEDg Description generation batch_6a07fea23a988190832115346f8889ca completed May 16, 2026, 5:20 a.m.
NED2 Entity disambiguation (via description) batch_6a07ff4a59608190a17f30f60c879efc completed May 16, 2026, 5:23 a.m.
Created at: April 10, 2026, 1:54 p.m.