Triple
T9015876
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Orfalea College of Business |
E215591
|
entity |
| Predicate | namedAfter |
P63
|
FINISHED |
| Object |
Paul Orfalea
Paul Orfalea is an American entrepreneur best known as the founder of the copy and print chain Kinko’s.
|
E773076
|
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: Paul Orfalea | Statement: [Orfalea College of Business, namedAfter, Paul Orfalea]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Paul Orfalea Context triple: [Orfalea College of Business, namedAfter, Paul Orfalea]
-
A.
Isadore Zellerbach
Isadore Zellerbach was an American businessman and philanthropist best known for leading the Crown Zellerbach Corporation and supporting major cultural and civic institutions in San Francisco.
-
B.
Howard Shoup
Howard Shoup was an American costume designer known for his prolific work in Hollywood films from the 1940s through the 1960s and for receiving multiple Academy Award nominations.
-
C.
Stephen M. Ross
Stephen M. Ross is an American real estate billionaire and philanthropist best known as the principal owner of the NFL’s Miami Dolphins and the developer behind New York’s Hudson Yards.
-
D.
Jonathan Tisch
Jonathan Tisch is an American businessman and philanthropist best known as the chairman and CEO of Loews Hotels and co-owner of the New York Giants.
-
E.
Paul Thiel
Paul Thiel is an individual notable enough to be recognized as a namesake of the surname Thiel.
- 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: Paul Orfalea Triple: [Orfalea College of Business, namedAfter, Paul Orfalea]
Generated description
Paul Orfalea is an American entrepreneur best known as the founder of the copy and print chain Kinko’s.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Paul Orfalea Target entity description: Paul Orfalea is an American entrepreneur best known as the founder of the copy and print chain Kinko’s.
-
A.
Isadore Zellerbach
Isadore Zellerbach was an American businessman and philanthropist best known for leading the Crown Zellerbach Corporation and supporting major cultural and civic institutions in San Francisco.
-
B.
Howard Shoup
Howard Shoup was an American costume designer known for his prolific work in Hollywood films from the 1940s through the 1960s and for receiving multiple Academy Award nominations.
-
C.
Stephen M. Ross
Stephen M. Ross is an American real estate billionaire and philanthropist best known as the principal owner of the NFL’s Miami Dolphins and the developer behind New York’s Hudson Yards.
-
D.
Jonathan Tisch
Jonathan Tisch is an American businessman and philanthropist best known as the chairman and CEO of Loews Hotels and co-owner of the New York Giants.
-
E.
Paul Thiel
Paul Thiel is an individual notable enough to be recognized as a namesake of the surname Thiel.
- 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_69ca83a38aa88190bf1bb80c4548b5e2 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc69fc0e4c819080b60456375f94cd |
completed | April 1, 2026, 12:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfdba8bd8c81909860d561d9d16611 |
completed | April 3, 2026, 3:24 p.m. |
| NEDg | Description generation | batch_69cfdcae0e5c81909c50a0b53c1cf7cc |
completed | April 3, 2026, 3:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfdd6a2ba481908d66fed8f05a1297 |
completed | April 3, 2026, 3:31 p.m. |
Created at: March 30, 2026, 7:06 p.m.