Triple
T8792384
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ULM School of Aviation |
E209199
|
entity |
| Predicate | parentOrganization |
P254
|
FINISHED |
| Object |
College of Business and Social Sciences, University of Louisiana at Monroe
The College of Business and Social Sciences at the University of Louisiana at Monroe is an academic division offering undergraduate and graduate programs in business and social science disciplines, including housing the university’s School of Aviation.
|
E756540
|
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: College of Business and Social Sciences, University of Louisiana at Monroe | Statement: [ULM School of Aviation, parentOrganization, College of Business and Social Sciences, University of Louisiana at Monroe]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: College of Business and Social Sciences, University of Louisiana at Monroe Context triple: [ULM School of Aviation, parentOrganization, College of Business and Social Sciences, University of Louisiana at Monroe]
-
A.
E. J. Ourso College of Business
E. J. Ourso College of Business is the business school of Louisiana State University, offering undergraduate and graduate programs in fields such as accounting, finance, management, and marketing.
-
B.
Pamplin College of Business
Pamplin College of Business is the business school of Virginia Tech, offering undergraduate and graduate programs in areas such as accounting, finance, management, marketing, and business information technology.
-
C.
Pamplin School of Business
Pamplin School of Business is the business school of the University of Portland, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
-
D.
Belk College of Business
Belk College of Business is the business school of the University of North Carolina at Charlotte, offering undergraduate and graduate programs in fields such as accounting, finance, management, and marketing.
-
E.
Kelce College of Business
Kelce College of Business is the business school of Pittsburg State University, offering undergraduate and graduate programs in areas such as accounting, management, marketing, and finance.
- 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: College of Business and Social Sciences, University of Louisiana at Monroe Triple: [ULM School of Aviation, parentOrganization, College of Business and Social Sciences, University of Louisiana at Monroe]
Generated description
The College of Business and Social Sciences at the University of Louisiana at Monroe is an academic division offering undergraduate and graduate programs in business and social science disciplines, including housing the university’s School of Aviation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: College of Business and Social Sciences, University of Louisiana at Monroe Target entity description: The College of Business and Social Sciences at the University of Louisiana at Monroe is an academic division offering undergraduate and graduate programs in business and social science disciplines, including housing the university’s School of Aviation.
-
A.
E. J. Ourso College of Business
E. J. Ourso College of Business is the business school of Louisiana State University, offering undergraduate and graduate programs in fields such as accounting, finance, management, and marketing.
-
B.
Pamplin College of Business
Pamplin College of Business is the business school of Virginia Tech, offering undergraduate and graduate programs in areas such as accounting, finance, management, marketing, and business information technology.
-
C.
Pamplin School of Business
Pamplin School of Business is the business school of the University of Portland, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
-
D.
Belk College of Business
Belk College of Business is the business school of the University of North Carolina at Charlotte, offering undergraduate and graduate programs in fields such as accounting, finance, management, and marketing.
-
E.
Kelce College of Business
Kelce College of Business is the business school of Pittsburg State University, offering undergraduate and graduate programs in areas such as accounting, management, marketing, and finance.
- 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_69ca836240888190a62b262e56a69d2f |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc5f8f9eb08190bd709f3c8e09412f |
completed | March 31, 2026, 11:58 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf5220af84819095ddefd84fd9f369 |
completed | April 3, 2026, 5:37 a.m. |
| NEDg | Description generation | batch_69cf5379dc748190a9b6522d7a68eed4 |
completed | April 3, 2026, 5:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cf54129d888190b61d67f99ad36cb8 |
completed | April 3, 2026, 5:45 a.m. |
Created at: March 30, 2026, 6:43 p.m.