Triple

T385515
Position Surface form Disambiguated ID Type / Status
Subject Haas School of Business E8771 entity
Predicate associatedWith P37 FINISHED
Object Fisher Center for Real Estate & Urban Economics
The Fisher Center for Real Estate & Urban Economics is a leading academic research and education center focused on real estate markets, urban economics, and related public policy, based at the University of California, Berkeley.
E48632 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: Fisher Center for Real Estate & Urban Economics | Statement: [Haas School of Business, associatedWith, Fisher Center for Real Estate & Urban Economics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fisher Center for Real Estate & Urban Economics
Context triple: [Haas School of Business, associatedWith, Fisher Center for Real Estate & Urban Economics]
  • A. MIT Center for Real Estate
    The MIT Center for Real Estate is a research and education hub at the Massachusetts Institute of Technology focused on advancing knowledge and innovation in global real estate markets, finance, development, and technology.
  • B. Goldman School of Public Policy
    The Goldman School of Public Policy is a leading graduate institution at the University of California, Berkeley, specializing in public policy education and research.
  • C. Carey Business School
    Carey Business School is the business school of Johns Hopkins University, offering graduate programs focused on innovation, leadership, and data-driven management.
  • D. Graduate School of Public Policy
    The Graduate School of Public Policy at the University of Tokyo is a professional graduate school specializing in training future leaders and experts in public policy, international affairs, and related fields.
  • E. Office of Economic Research
    The Office of Economic Research is a unit that conducts economic analysis and research to support the regulatory and policy work of the U.S. Securities and Exchange Commission.
  • 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: Fisher Center for Real Estate & Urban Economics
Triple: [Haas School of Business, associatedWith, Fisher Center for Real Estate & Urban Economics]
Generated description
The Fisher Center for Real Estate & Urban Economics is a leading academic research and education center focused on real estate markets, urban economics, and related public policy, based at the University of California, Berkeley.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fisher Center for Real Estate & Urban Economics
Target entity description: The Fisher Center for Real Estate & Urban Economics is a leading academic research and education center focused on real estate markets, urban economics, and related public policy, based at the University of California, Berkeley.
  • A. MIT Center for Real Estate
    The MIT Center for Real Estate is a research and education hub at the Massachusetts Institute of Technology focused on advancing knowledge and innovation in global real estate markets, finance, development, and technology.
  • B. Goldman School of Public Policy
    The Goldman School of Public Policy is a leading graduate institution at the University of California, Berkeley, specializing in public policy education and research.
  • C. Carey Business School
    Carey Business School is the business school of Johns Hopkins University, offering graduate programs focused on innovation, leadership, and data-driven management.
  • D. Graduate School of Public Policy
    The Graduate School of Public Policy at the University of Tokyo is a professional graduate school specializing in training future leaders and experts in public policy, international affairs, and related fields.
  • E. Office of Economic Research
    The Office of Economic Research is a unit that conducts economic analysis and research to support the regulatory and policy work of the U.S. Securities and Exchange Commission.
  • 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_69a2e7f47dd08190a4e294ccbbe46cd4 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ec4345a48190a413261cba4eafd7 completed Feb. 28, 2026, 1:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3fe9755c08190a6f046ca56531df5 completed March 1, 2026, 8:53 a.m.
NEDg Description generation batch_69a3ff1563688190bd5a41ea3c4726a5 completed March 1, 2026, 8:55 a.m.
NED2 Entity disambiguation (via description) batch_69a3ffb7c1f8819084d07b54e1688290 completed March 1, 2026, 8:58 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.