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.