Triple

T12325509
Position Surface form Disambiguated ID Type / Status
Subject Thoma Bravo E293819 entity
Predicate foundedBy P104 FINISHED
Object Orlando Bravo
Orlando Bravo is a Puerto Rican-born billionaire investor and co-founder of Thoma Bravo, a leading private equity firm known for its focus on software and technology companies.
 E975142 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: Orlando Bravo | Statement: [Thoma Bravo, foundedBy, Orlando Bravo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Orlando Bravo
Context triple: [Thoma Bravo, foundedBy, Orlando Bravo]
  • A. Elton Ortiz
    Elton Ortiz is a thoughtful and intelligent teen survivor in the television series "The Walking Dead: World Beyond," known for his scientific curiosity and distinctive vintage style.
  • B. Óscar Ortiz
    Óscar Ortiz is a Salvadoran politician who served as vice president of El Salvador and has been a prominent figure in the country's leftist political movement.
  • C. Manny Diaz
    Manny Diaz is an American politician and attorney who served as the mayor of Miami and later as Florida’s Commissioner of Education.
  • D. Manny Diaz
    Manny Diaz is an American college football coach known for his defensive expertise and previous head coaching stint at the University of Miami.
  • E. Víctor Reyes
    Víctor Reyes is a Spanish composer best known for his atmospheric film and television scores, including work on series like "The Night Manager."
  • 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: Orlando Bravo
Triple: [Thoma Bravo, foundedBy, Orlando Bravo]
Generated description
Orlando Bravo is a Puerto Rican-born billionaire investor and co-founder of Thoma Bravo, a leading private equity firm known for its focus on software and technology companies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Orlando Bravo
Target entity description: Orlando Bravo is a Puerto Rican-born billionaire investor and co-founder of Thoma Bravo, a leading private equity firm known for its focus on software and technology companies.
  • A. Elton Ortiz
    Elton Ortiz is a thoughtful and intelligent teen survivor in the television series "The Walking Dead: World Beyond," known for his scientific curiosity and distinctive vintage style.
  • B. Óscar Ortiz
    Óscar Ortiz is a Salvadoran politician who served as vice president of El Salvador and has been a prominent figure in the country's leftist political movement.
  • C. Manny Diaz
    Manny Diaz is an American politician and attorney who served as the mayor of Miami and later as Florida’s Commissioner of Education.
  • D. Manny Diaz
    Manny Diaz is an American college football coach known for his defensive expertise and previous head coaching stint at the University of Miami.
  • E. Víctor Reyes
    Víctor Reyes is a Spanish composer best known for his atmospheric film and television scores, including work on series like "The Night Manager."
  • 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_69d6ab6ae0dc8190b1522a9c1c55c114 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d93f4e7e588190b37e2413bc649198 completed April 10, 2026, 6:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69f61e8d27288190bdf32acd600141db completed May 2, 2026, 3:55 p.m.
NEDg Description generation batch_69f61f9493d081909a543bcafeb508d1 completed May 2, 2026, 4 p.m.
NED2 Entity disambiguation (via description) batch_69f620ad9ec0819099909142fbad6412 completed May 2, 2026, 4:05 p.m.
Created at: April 8, 2026, 9:53 p.m.