Triple
T16445251
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of Chicago Department of Economics |
E399406
|
entity |
| Predicate | hasNotableAlumni |
P51
|
FINISHED |
| Object | Austan Goolsbee |
E383969
|
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: Austan Goolsbee | Statement: [University of Chicago Department of Economics, hasNotableAlumni, Austan Goolsbee]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Austan Goolsbee Context triple: [University of Chicago Department of Economics, hasNotableAlumni, Austan Goolsbee]
-
A.
Austan Goolsbee
chosen
Austan Goolsbee is an American economist and former chair of the Council of Economic Advisers who has been a prominent advisor on U.S. economic policy, particularly during the Obama administration.
-
B.
Glenn Hubbard
Glenn Hubbard is an American economist and academic leader known for serving as dean of Columbia Business School and as a former chairman of the U.S. Council of Economic Advisers.
-
C.
Alan B. Krueger
Alan B. Krueger was an influential American economist known for his empirical work on labor markets, education, and inequality, and for serving as Chairman of the Council of Economic Advisers under President Barack Obama.
-
D.
Gene Sperling
Gene Sperling is an American economist and policy advisor who served as Director of the National Economic Council under Presidents Bill Clinton and Barack Obama.
-
E.
Gregory Mankiw
Gregory Mankiw is an American economist known for his influential work in macroeconomics, particularly in developing New Keynesian theory, and for authoring widely used economics textbooks.
- 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_69d87f2c6778819080fcfae53be8f12a |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e32cdb5d908190bb6c5cb3c794cf4b |
completed | April 18, 2026, 7:03 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a004f4b738881908f8a205466397f33 |
completed | May 10, 2026, 9:26 a.m. |
Created at: April 10, 2026, 5:10 a.m.