Triple
T7428468
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dug Song |
E171425
|
entity |
| Predicate | boardMemberOf |
P10
|
FINISHED |
| Object |
Economic Growth Institute at the University of Michigan
The Economic Growth Institute at the University of Michigan is a university-based research and outreach center that supports economic development and innovation, particularly for small and medium-sized businesses and communities.
|
E663672
|
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: Economic Growth Institute at the University of Michigan | Statement: [Dug Song, boardMemberOf, Economic Growth Institute at the University of Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Economic Growth Institute at the University of Michigan Context triple: [Dug Song, boardMemberOf, Economic Growth Institute at the University of Michigan]
-
A.
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.
-
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.
Peterson Institute for International Economics
The Peterson Institute for International Economics is a leading nonpartisan think tank based in Washington, D.C., specializing in research and analysis on global economic policy and international trade.
-
D.
University of Michigan Institute for Social Research
The University of Michigan Institute for Social Research is a leading interdisciplinary center renowned for pioneering large-scale survey research and advancing the scientific study of social behavior and public opinion.
-
E.
Institute of Economics
The Institute of Economics is a research institute within Nankai University specializing in economic theory, policy analysis, and applied economic research.
- 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: Economic Growth Institute at the University of Michigan Triple: [Dug Song, boardMemberOf, Economic Growth Institute at the University of Michigan]
Generated description
The Economic Growth Institute at the University of Michigan is a university-based research and outreach center that supports economic development and innovation, particularly for small and medium-sized businesses and communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Economic Growth Institute at the University of Michigan Target entity description: The Economic Growth Institute at the University of Michigan is a university-based research and outreach center that supports economic development and innovation, particularly for small and medium-sized businesses and communities.
-
A.
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.
-
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.
Peterson Institute for International Economics
The Peterson Institute for International Economics is a leading nonpartisan think tank based in Washington, D.C., specializing in research and analysis on global economic policy and international trade.
-
D.
University of Michigan Institute for Social Research
The University of Michigan Institute for Social Research is a leading interdisciplinary center renowned for pioneering large-scale survey research and advancing the scientific study of social behavior and public opinion.
-
E.
Institute of Economics
The Institute of Economics is a research institute within Nankai University specializing in economic theory, policy analysis, and applied economic research.
- 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_69c68a63491881909281f73d4d5643bf |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f306bfe481909f99f6792de95ffc |
completed | March 27, 2026, 9:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c81f0e28e88190805108dff740dda3 |
completed | March 28, 2026, 6:33 p.m. |
| NEDg | Description generation | batch_69c8200c52c8819083b14e8d768fc9be |
completed | March 28, 2026, 6:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c82084879c8190ae60b99f702dc058 |
completed | March 28, 2026, 6:40 p.m. |
Created at: March 27, 2026, 3:12 p.m.