Triple
T3164820
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of Denver |
E66185
|
entity |
| Predicate | hasAcademicDivision |
P50
|
FINISHED |
| Object |
Daniels College of Business
Daniels College of Business is the business school of the University of Denver, offering undergraduate and graduate programs in areas such as finance, marketing, and management.
|
E334306
|
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: Daniels College of Business | Statement: [University of Denver, hasAcademicDivision, Daniels College of Business]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Daniels College of Business Context triple: [University of Denver, hasAcademicDivision, Daniels College of Business]
-
A.
Rawls College of Business
Rawls College of Business is the business school of Texas Tech University, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
-
B.
Driehaus College of Business
Driehaus College of Business is the business school of DePaul University in Chicago, offering undergraduate and graduate programs in various business disciplines.
-
C.
Gies College of Business
Gies College of Business is the business school of the University of Illinois at Urbana–Champaign, known for its strong programs in accounting, finance, and innovative online business education.
-
D.
Culverhouse College of Business
Culverhouse College of Business is the University of Alabama’s business school, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
-
E.
Scheller College of Business
Scheller College of Business is the business school of the Georgia Institute of Technology, known for integrating business education with technology and innovation.
- 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: Daniels College of Business Triple: [University of Denver, hasAcademicDivision, Daniels College of Business]
Generated description
Daniels College of Business is the business school of the University of Denver, offering undergraduate and graduate programs in areas such as finance, marketing, and management.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Daniels College of Business Target entity description: Daniels College of Business is the business school of the University of Denver, offering undergraduate and graduate programs in areas such as finance, marketing, and management.
-
A.
Rawls College of Business
Rawls College of Business is the business school of Texas Tech University, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
-
B.
Driehaus College of Business
Driehaus College of Business is the business school of DePaul University in Chicago, offering undergraduate and graduate programs in various business disciplines.
-
C.
Gies College of Business
Gies College of Business is the business school of the University of Illinois at Urbana–Champaign, known for its strong programs in accounting, finance, and innovative online business education.
-
D.
Culverhouse College of Business
Culverhouse College of Business is the University of Alabama’s business school, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
-
E.
Scheller College of Business
Scheller College of Business is the business school of the Georgia Institute of Technology, known for integrating business education with technology and innovation.
- 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_69ad85850c1481908a9e9c6242238de2 |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ada61ba98881909106951c8ceeb959 |
completed | March 8, 2026, 4:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b235d823948190b1fbe0dbf303133d |
completed | March 12, 2026, 3:41 a.m. |
| NEDg | Description generation | batch_69b239bac9c48190b38fd7fa59b4c061 |
completed | March 12, 2026, 3:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b23a0dcb7c819080a89f08948aff3a |
completed | March 12, 2026, 3:59 a.m. |
Created at: March 8, 2026, 3:06 p.m.