Triple

T2034938
Position Surface form Disambiguated ID Type / Status
Subject Katharina Pistor E44601 entity
Predicate memberOf P10 FINISHED
Object Columbia Center on Sustainable Investment (affiliated faculty)
The Columbia Center on Sustainable Investment (affiliated faculty) is a research and policy institute at Columbia University that brings together scholars and practitioners to advance sustainable international investment and responsible resource governance.
E229802 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: Columbia Center on Sustainable Investment (affiliated faculty) | Statement: [Katharina Pistor, memberOf, Columbia Center on Sustainable Investment (affiliated faculty)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Columbia Center on Sustainable Investment (affiliated faculty)
Context triple: [Katharina Pistor, memberOf, Columbia Center on Sustainable Investment (affiliated faculty)]
  • A. Columbia Global Centers
    Columbia Global Centers is an international network of regional hubs that supports Columbia University’s global research, teaching, and collaboration initiatives around the world.
  • B. Doerr School of Sustainability
    The Doerr School of Sustainability is Stanford University's academic school dedicated to research and education on climate, environmental science, and sustainable solutions for the planet.
  • 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. 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.
  • E. 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.
  • 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: Columbia Center on Sustainable Investment (affiliated faculty)
Triple: [Katharina Pistor, memberOf, Columbia Center on Sustainable Investment (affiliated faculty)]
Generated description
The Columbia Center on Sustainable Investment (affiliated faculty) is a research and policy institute at Columbia University that brings together scholars and practitioners to advance sustainable international investment and responsible resource governance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Columbia Center on Sustainable Investment (affiliated faculty)
Target entity description: The Columbia Center on Sustainable Investment (affiliated faculty) is a research and policy institute at Columbia University that brings together scholars and practitioners to advance sustainable international investment and responsible resource governance.
  • A. Columbia Global Centers
    Columbia Global Centers is an international network of regional hubs that supports Columbia University’s global research, teaching, and collaboration initiatives around the world.
  • B. Doerr School of Sustainability
    The Doerr School of Sustainability is Stanford University's academic school dedicated to research and education on climate, environmental science, and sustainable solutions for the planet.
  • 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. 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.
  • E. 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.
  • 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_69a889159ec481908f9e4472d9f480c7 completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abb934ff948190acd88d4f587463a4 completed March 7, 2026, 5:35 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae1ff03d3c8190adef0224aac989bd completed March 9, 2026, 1:18 a.m.
NEDg Description generation batch_69ae2092c3ac8190b2f1f3e9c980f40a completed March 9, 2026, 1:21 a.m.
NED2 Entity disambiguation (via description) batch_69ae21c757c88190a151e01ee0825d85 completed March 9, 2026, 1:26 a.m.
Created at: March 4, 2026, 7:39 p.m.