Triple
T1539873
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of Southern California |
E32839
|
entity |
| Predicate | hasSchool |
P113
|
FINISHED |
| Object |
USC Marshall School of Business
USC Marshall School of Business is the University of Southern California’s renowned business school, known for its strong programs in entrepreneurship, global business, and accounting.
|
E177760
|
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: USC Marshall School of Business | Statement: [University of Southern California, hasSchool, USC Marshall School of Business]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: USC Marshall School of Business Context triple: [University of Southern California, hasSchool, USC Marshall School of Business]
-
A.
UCLA Anderson School of Management
UCLA Anderson School of Management is a leading graduate business school at the University of California, Los Angeles, renowned for its MBA and other management programs.
-
B.
Haas School of Business
The Haas School of Business is the business school of the University of California, Berkeley, renowned for its programs in entrepreneurship, finance, and innovation.
-
C.
Stanford Graduate School of Business
Stanford Graduate School of Business is a leading graduate business school at Stanford University known for its highly selective MBA program, influential research, and strong ties to Silicon Valley.
-
D.
Booth School of Business
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.
-
E.
Lucas College and Graduate School of Business
Lucas College and Graduate School of Business is the business school of San José State University, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
- 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: USC Marshall School of Business Triple: [University of Southern California, hasSchool, USC Marshall School of Business]
Generated description
USC Marshall School of Business is the University of Southern California’s renowned business school, known for its strong programs in entrepreneurship, global business, and accounting.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: USC Marshall School of Business Target entity description: USC Marshall School of Business is the University of Southern California’s renowned business school, known for its strong programs in entrepreneurship, global business, and accounting.
-
A.
UCLA Anderson School of Management
UCLA Anderson School of Management is a leading graduate business school at the University of California, Los Angeles, renowned for its MBA and other management programs.
-
B.
Haas School of Business
The Haas School of Business is the business school of the University of California, Berkeley, renowned for its programs in entrepreneurship, finance, and innovation.
-
C.
Stanford Graduate School of Business
Stanford Graduate School of Business is a leading graduate business school at Stanford University known for its highly selective MBA program, influential research, and strong ties to Silicon Valley.
-
D.
Booth School of Business
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.
-
E.
Lucas College and Graduate School of Business
Lucas College and Graduate School of Business is the business school of San José State University, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
- 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_69a885ed29088190a3c2d5a3d100c16e |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a9083c942481909168394b6674d82b |
completed | March 5, 2026, 4:36 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad3706935481909455528b1bc4ce6c |
completed | March 8, 2026, 8:44 a.m. |
| NEDg | Description generation | batch_69ad38a26fb481908a4dbfd855a95b86 |
completed | March 8, 2026, 8:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad39c0b0188190ad49ff69ac88eb88 |
completed | March 8, 2026, 8:56 a.m. |
Created at: March 4, 2026, 7:26 p.m.