Triple
T5470992
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Muma College of Business |
E122831
|
entity |
| Predicate | namedAfter |
P63
|
FINISHED |
| Object |
Les Muma
Les Muma is an American businessman and philanthropist best known for his major contributions to the University of South Florida, where the business school bears his name.
|
E523853
|
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: Les Muma | Statement: [Muma College of Business, namedAfter, Les Muma]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Les Muma Context triple: [Muma College of Business, namedAfter, Les Muma]
-
A.
Maamme
Maamme is the national anthem of Finland, known for its patriotic lyrics and prominent role in Finnish national ceremonies and sporting events.
-
B.
Momo
Momo is the young, troubled Jewish boy who forms a transformative friendship with the elderly Muslim shopkeeper in Éric-Emmanuel Schmitt’s novella *Monsieur Ibrahim and the Flowers of the Koran*.
-
C.
La Tzoumaz
La Tzoumaz is a Swiss alpine village and ski resort in the 4 Vallées region, known for its family-friendly slopes and access to extensive interconnected ski terrain.
-
D.
Mama Runtu
Mama Runtu was an Inca noblewoman best known as the mother of the powerful Inca emperor Pachacuti, a key figure in the expansion of the Inca Empire.
-
E.
Mucho Maas
Mucho Maas is a troubled California disc jockey and the husband of protagonist Oedipa Maas in Thomas Pynchon's novel "The Crying of Lot 49."
- 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: Les Muma Triple: [Muma College of Business, namedAfter, Les Muma]
Generated description
Les Muma is an American businessman and philanthropist best known for his major contributions to the University of South Florida, where the business school bears his name.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Les Muma Target entity description: Les Muma is an American businessman and philanthropist best known for his major contributions to the University of South Florida, where the business school bears his name.
-
A.
Maamme
Maamme is the national anthem of Finland, known for its patriotic lyrics and prominent role in Finnish national ceremonies and sporting events.
-
B.
Momo
Momo is the young, troubled Jewish boy who forms a transformative friendship with the elderly Muslim shopkeeper in Éric-Emmanuel Schmitt’s novella *Monsieur Ibrahim and the Flowers of the Koran*.
-
C.
La Tzoumaz
La Tzoumaz is a Swiss alpine village and ski resort in the 4 Vallées region, known for its family-friendly slopes and access to extensive interconnected ski terrain.
-
D.
Mama Runtu
Mama Runtu was an Inca noblewoman best known as the mother of the powerful Inca emperor Pachacuti, a key figure in the expansion of the Inca Empire.
-
E.
Mucho Maas
Mucho Maas is a troubled California disc jockey and the husband of protagonist Oedipa Maas in Thomas Pynchon's novel "The Crying of Lot 49."
- 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_69bd46459ff48190823377457bcf7128 |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd921d02188190b5c1eee7205ea88e |
completed | March 20, 2026, 6:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf6c737eb88190bcec6f257f653d32 |
completed | March 22, 2026, 4:13 a.m. |
| NEDg | Description generation | batch_69bf6dab32fc81909034d78a8813c238 |
completed | March 22, 2026, 4:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf6e15a9888190a2423bd5573d9d29 |
completed | March 22, 2026, 4:20 a.m. |
Created at: March 20, 2026, 2:09 p.m.