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.