Triple

T4382399
Position Surface form Disambiguated ID Type / Status
Subject Bloomberg L.P. E99160 entity
Predicate foundedBy P104 FINISHED
Object Thomas Secunda
Thomas Secunda is an American billionaire businessman and philanthropist best known as a co-founder of the financial information and media company Bloomberg L.P.
E436438 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: Thomas Secunda | Statement: [Bloomberg L.P., foundedBy, Thomas Secunda]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Thomas Secunda
Context triple: [Bloomberg L.P., foundedBy, Thomas Secunda]
  • A. Richard Grieco
    Richard Grieco is an American actor and former fashion model best known for his roles in the TV series "21 Jump Street" and its spin-off "Booker," as well as various film and television appearances in the late 1980s and 1990s.
  • B. Frank Pereira
    Frank Pereira is a researcher known for his work in machine learning and related fields, including collaborations with prominent scientists such as Léon Bottou.
  • C. Eric Villency
    Eric Villency is an American businessman and interior designer, known as the CEO of the design firm Villency Design Group and for his past marriage to television personality Kimberly Guilfoyle.
  • D. Anthony Rossomando
    Anthony Rossomando is an American musician and songwriter best known for co-writing the hit song "Shallow" from the 2018 film *A Star Is Born*.
  • E. Tony Meola
    Tony Meola is a former American soccer goalkeeper best known for starring with the U.S. national team in the 1990 and 1994 World Cups and for his standout career in Major League Soccer.
  • 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: Thomas Secunda
Triple: [Bloomberg L.P., foundedBy, Thomas Secunda]
Generated description
Thomas Secunda is an American billionaire businessman and philanthropist best known as a co-founder of the financial information and media company Bloomberg L.P.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Thomas Secunda
Target entity description: Thomas Secunda is an American billionaire businessman and philanthropist best known as a co-founder of the financial information and media company Bloomberg L.P.
  • A. Richard Grieco
    Richard Grieco is an American actor and former fashion model best known for his roles in the TV series "21 Jump Street" and its spin-off "Booker," as well as various film and television appearances in the late 1980s and 1990s.
  • B. Frank Pereira
    Frank Pereira is a researcher known for his work in machine learning and related fields, including collaborations with prominent scientists such as Léon Bottou.
  • C. Eric Villency
    Eric Villency is an American businessman and interior designer, known as the CEO of the design firm Villency Design Group and for his past marriage to television personality Kimberly Guilfoyle.
  • D. Anthony Rossomando
    Anthony Rossomando is an American musician and songwriter best known for co-writing the hit song "Shallow" from the 2018 film *A Star Is Born*.
  • E. Tony Meola
    Tony Meola is a former American soccer goalkeeper best known for starring with the U.S. national team in the 1990 and 1994 World Cups and for his standout career in Major League Soccer.
  • 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_69b3454ea8f48190a49c2436624d6ef6 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b352613dd481909e008a8db239a108 completed March 12, 2026, 11:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5e523cc5c8190b9884f83d433982c completed March 14, 2026, 10:45 p.m.
NEDg Description generation batch_69b5eeadd68881909820a75aaff9d8d5 completed March 14, 2026, 11:26 p.m.
NED2 Entity disambiguation (via description) batch_69b5ef36f2bc8190a21e0f2fadbdd697 completed March 14, 2026, 11:28 p.m.
Created at: March 12, 2026, 11:18 p.m.