Triple

T6133539
Position Surface form Disambiguated ID Type / Status
Subject WU E136776 entity
Predicate hasFaculty P141 FINISHED
Object Business, Economics and Social Sciences
Business, Economics and Social Sciences is an academic faculty at WU (Vienna University of Economics and Business) that focuses on the study and research of economic systems, business practices, and societal structures.
E571411 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: Business, Economics and Social Sciences | Statement: [WU, hasFaculty, Business, Economics and Social Sciences]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Business, Economics and Social Sciences
Context triple: [WU, hasFaculty, Business, Economics and Social Sciences]
  • A. 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.
  • 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. School of Business and Economics
    The School of Business and Economics is the faculty of the Free University of Berlin dedicated to research and teaching in business administration, economics, and related fields.
  • D. School of Business and Economics
    The School of Business and Economics is an academic division of Sonoma State University offering undergraduate and graduate programs in business, management, and related fields.
  • E. School of Business and Economics
    The School of Business and Economics is a faculty of Vrije Universiteit Amsterdam offering education and research in business, management, and economics.
  • 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: Business, Economics and Social Sciences
Triple: [WU, hasFaculty, Business, Economics and Social Sciences]
Generated description
Business, Economics and Social Sciences is an academic faculty at WU (Vienna University of Economics and Business) that focuses on the study and research of economic systems, business practices, and societal structures.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Business, Economics and Social Sciences
Target entity description: Business, Economics and Social Sciences is an academic faculty at WU (Vienna University of Economics and Business) that focuses on the study and research of economic systems, business practices, and societal structures.
  • A. 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.
  • 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. School of Business and Economics
    The School of Business and Economics is the faculty of the Free University of Berlin dedicated to research and teaching in business administration, economics, and related fields.
  • D. School of Business and Economics
    The School of Business and Economics is a faculty of Vrije Universiteit Amsterdam offering education and research in business, management, and economics.
  • E. School of Business and Economics
    The School of Business and Economics is an academic division of Sonoma State University offering undergraduate and graduate programs in business, management, and related fields.
  • 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_69c008a0a37c81908e5b4f879158afb3 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c05c509848819089a2b2b58744bc25 completed March 22, 2026, 9:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69c135dcace481909b60c1816179f78a completed March 23, 2026, 12:45 p.m.
NEDg Description generation batch_69c136df4cb88190baff17b4e0cdfc31 completed March 23, 2026, 12:49 p.m.
NED2 Entity disambiguation (via description) batch_69c137a10d908190a23c8be20277e803 completed March 23, 2026, 12:52 p.m.
Created at: March 22, 2026, 4:15 p.m.