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

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

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_69d6ab258b808190b1735835c841e3a4 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8a585795c8190aa8a5edf0d99b47f completed April 10, 2026, 7:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69f090d861f481909b920197a3d60e28 completed April 28, 2026, 10:50 a.m.
NEDg Description generation batch_69f0bd3f39608190b29027b30664bd9c completed April 28, 2026, 1:59 p.m.
NED2 Entity disambiguation (via description) batch_69f0ef5afd448190953b5d9929478132 completed April 28, 2026, 5:33 p.m.
Created at: April 8, 2026, 9:42 p.m.