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.