Triple
T18044058
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kevin M. Murphy |
E431726
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object | Booth School of Business |
—
|
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: Booth School of Business | Statement: [Kevin M. Murphy, employer, Booth School of Business]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Booth School of Business Context triple: [Kevin M. Murphy, employer, Booth School of Business]
-
A.
Booth School of Business
chosen
Booth School of Business is the University of Chicago’s renowned graduate business school, known for its rigorous analytical approach to economics, finance, and management education.
-
B.
Robins School of Business
Robins School of Business is the business school of the University of Richmond, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
-
C.
Ross School of Business
Ross School of Business is the University of Michigan’s renowned business school, known for its action-based learning approach and strong programs in MBA and undergraduate business education.
-
D.
Boler College of Business
Boler College of Business is the business school of John Carroll University, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
-
E.
Craig School of Business
Craig School of Business is the business school of California State University, Fresno, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
- 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_69d8b906482481908183315b9ecf9994 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4bff13f488190993445769551c9c2 |
completed | April 19, 2026, 11:43 a.m. |
Created at: April 10, 2026, 10:25 a.m.