Triple
T19192837
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stuart Schwab |
E469885
|
entity |
| Predicate | educatedAt |
P5
|
FINISHED |
| Object | University of Michigan (PhD in economics) |
—
|
NE NERFINISHED |
How this triple was built (2 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: University of Michigan (PhD in economics) | Statement: [Stuart Schwab, educatedAt, University of Michigan (PhD in economics)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: University of Michigan (PhD in economics) Context triple: [Stuart Schwab, educatedAt, University of Michigan (PhD in economics)]
-
A.
University of Michigan Department of Economics
chosen
The University of Michigan Department of Economics is a leading U.S. academic department known for influential research, rigorous graduate and undergraduate programs, and significant contributions to economic policy and the broader economics profession.
-
B.
Master of Economics
The Master of Economics is a postgraduate degree focused on advanced economic theory, quantitative methods, and applied economic analysis, preparing graduates for professional or research careers in economics and related fields.
-
C.
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.
-
D.
Department of Economics, Harvard University
The Department of Economics at Harvard University is a leading academic department renowned for its influential research, distinguished faculty, and rigorous undergraduate and graduate programs in economics.
-
E.
Yale University Department of Economics
The Yale University Department of Economics is a leading academic center for economic research and education, known for its influential faculty, rigorous graduate and undergraduate programs, and significant contributions to economic theory and policy.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69d8dd0ad9088190a173b32657ae2e7a |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5f8a3434881908acc4063a9ee9386 |
completed | April 20, 2026, 9:57 a.m. |
Created at: April 10, 2026, 12:07 p.m.