Triple
T13066886
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Penn State Behrend |
E329348
|
entity |
| Predicate | hasAcademicDivision |
P50
|
FINISHED |
| Object |
Black School of Business
The Black School of Business is the business school at Penn State Behrend, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
|
E1017522
|
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: Black School of Business | Statement: [Penn State Behrend, hasAcademicDivision, Black School of Business]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Black School of Business Context triple: [Penn State Behrend, hasAcademicDivision, Black School of Business]
-
A.
Eberhardt School of Business
Eberhardt School of Business is the business school of the University of the Pacific, offering undergraduate and graduate programs in business and management.
-
B.
Hankamer School of Business
Hankamer School of Business is the business school of Baylor University, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
-
C.
Quinlan School of Business
Quinlan School of Business is the business school of Loyola University Chicago, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
-
D.
Soules College of Business
Soules College of Business is the business school of the University of Texas at Tyler, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
-
E.
Spears School of Business
Spears School of Business is the business college of Oklahoma State University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
- 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: Black School of Business Triple: [Penn State Behrend, hasAcademicDivision, Black School of Business]
Generated description
The Black School of Business is the business school at Penn State Behrend, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Black School of Business Target entity description: The Black School of Business is the business school at Penn State Behrend, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
-
A.
Eberhardt School of Business
Eberhardt School of Business is the business school of the University of the Pacific, offering undergraduate and graduate programs in business and management.
-
B.
Hankamer School of Business
Hankamer School of Business is the business school of Baylor University, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
-
C.
Quinlan School of Business
Quinlan School of Business is the business school of Loyola University Chicago, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
-
D.
Soules College of Business
Soules College of Business is the business school of the University of Texas at Tyler, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
-
E.
Spears School of Business
Spears School of Business is the business college of Oklahoma State University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
- 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_69d80771749c81909a6d9197b9504872 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69d980eb81948190b27eb9ae19978079 |
completed | April 10, 2026, 10:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6cbe7abd0819085645e29d43493dd |
completed | May 3, 2026, 4:15 a.m. |
| NEDg | Description generation | batch_69f6cd3d5090819091b65f544ad139fd |
completed | May 3, 2026, 4:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6cdc8d52c819083717a455d589646 |
completed | May 3, 2026, 4:23 a.m. |
Created at: April 9, 2026, 8:59 p.m.