Triple
T8926481
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | United States economics profession |
E212549
|
entity |
| Predicate | keyInstitution |
P4257
|
FINISHED |
| Object | Northwestern University Department of Economics |
E403641
|
NE FINISHED |
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: Northwestern University Department of Economics | Statement: [United States economics profession, keyInstitution, Northwestern University Department of Economics]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Northwestern University Department of Economics Context triple: [United States economics profession, keyInstitution, Northwestern University Department of Economics]
-
A.
Department of Economics at Northwestern University
chosen
The Department of Economics at Northwestern University is a leading academic center for economic research and education, renowned for its influential faculty, rigorous graduate and undergraduate programs, and significant contributions to modern economic theory and applied economics.
-
B.
University of Chicago Department of Economics
The University of Chicago Department of Economics is a globally influential economics department renowned for its rigorous quantitative approach and for shaping modern economic thought through the “Chicago School” tradition.
-
C.
University of Michigan Department of Economics
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.
-
D.
University of Pennsylvania Department of Economics
The University of Pennsylvania Department of Economics is a leading academic department known for its influential research, rigorous graduate and undergraduate programs, and significant contributions to the economics profession in the United States.
-
E.
Department of Economics, New York University
The Department of Economics at New York University is a leading academic center for economic research and education, known for its influential faculty and rigorous graduate and undergraduate programs.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca839481d48190b42b037e0d0f636c |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc6671557c81909f3837ffd6a15ffe |
completed | April 1, 2026, 12:27 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfc1d55d84819094bc2b6e3dd94254 |
completed | April 3, 2026, 1:34 p.m. |
Created at: March 30, 2026, 6:57 p.m.