Triple

T11784229
Position Surface form Disambiguated ID Type / Status
Subject Stanford University Department of Economics E280228 entity
Predicate collaboratesWith P37 FINISHED
Object Stanford Institute for Economic Policy Research
The Stanford Institute for Economic Policy Research is a Stanford University research center that conducts rigorous economic analysis to inform and improve public policy on issues such as taxation, education, health, and economic growth.
 E946337 NE FINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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: Stanford Institute for Economic Policy Research | Statement: [Stanford University Department of Economics, collaboratesWith, Stanford Institute for Economic Policy Research]

Disambiguation candidates (2 decisions)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Stanford Institute for Economic Policy Research
Context triple: [Stanford University Department of Economics, collaboratesWith, Stanford Institute for Economic Policy Research]
  • A. Stanford University Department of Economics
    The Stanford University Department of Economics is a leading academic department known for its influential research and teaching in economics, particularly in macroeconomics, economic theory, and applied economics.
  • B. National Bureau of Economic Research
    The National Bureau of Economic Research is a leading American nonprofit research organization best known for its influential economic studies and for officially determining U.S. business cycle dates.
  • C. Department of Economics, University of California, Berkeley
    The Department of Economics at the University of California, Berkeley is a leading academic center for economic research and education, renowned for its influential faculty, rigorous programs, and significant contributions to economic theory and policy.
  • D. Becker Friedman Institute for Research in Economics
    The Becker Friedman Institute for Research in Economics is a University of Chicago research center that advances economic scholarship and policy analysis through data-driven, interdisciplinary work.
  • E. Stanford Institute for Innovation in Developing Economies (SEED)
    The Stanford Institute for Innovation in Developing Economies (SEED) is a Stanford Graduate School of Business initiative that supports entrepreneurship and economic growth in developing regions through research, education, and on-the-ground programs.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Stanford Institute for Economic Policy Research
Target entity description: The Stanford Institute for Economic Policy Research is a Stanford University research center that conducts rigorous economic analysis to inform and improve public policy on issues such as taxation, education, health, and economic growth.
  • A. Stanford University Department of Economics
    The Stanford University Department of Economics is a leading academic department known for its influential research and teaching in economics, particularly in macroeconomics, economic theory, and applied economics.
  • B. National Bureau of Economic Research
    The National Bureau of Economic Research is a leading American nonprofit research organization best known for its influential economic studies and for officially determining U.S. business cycle dates.
  • C. Department of Economics, University of California, Berkeley
    The Department of Economics at the University of California, Berkeley is a leading academic center for economic research and education, renowned for its influential faculty, rigorous programs, and significant contributions to economic theory and policy.
  • D. Becker Friedman Institute for Research in Economics
    The Becker Friedman Institute for Research in Economics is a University of Chicago research center that advances economic scholarship and policy analysis through data-driven, interdisciplinary work.
  • E. Stanford Institute for Innovation in Developing Economies (SEED)
    The Stanford Institute for Innovation in Developing Economies (SEED) is a Stanford Graduate School of Business initiative that supports entrepreneurship and economic growth in developing regions through research, education, and on-the-ground programs.
  • F. None of above. chosen

How the object was described

The object's one-sentence description was generated by prompting gpt-5.1 with the object name and this triple as context.

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: Stanford Institute for Economic Policy Research
Triple: [Stanford University Department of Economics, collaboratesWith, Stanford Institute for Economic Policy Research]
Generated description
The Stanford Institute for Economic Policy Research is a Stanford University research center that conducts rigorous economic analysis to inform and improve public policy on issues such as taxation, education, health, and economic growth.

Provenance (5 batches)

Stage Batch ID Job type Status
creating batch_69d6ab258b808190b1735835c841e3a4 elicitation completed
NER batch_69d8a585795c8190aa8a5edf0d99b47f ner completed
NED1 batch_69f090d861f481909b920197a3d60e28 ned_source_triple completed
NED2 batch_69f0ef5afd448190953b5d9929478132 ned_description completed
NEDg batch_69f0bd3f39608190b29027b30664bd9c nedg completed
Created at: April 8, 2026, 9:42 p.m.