Triple

T2469644
Position Surface form Disambiguated ID Type / Status
Subject Cantor Fitzgerald E55338 entity
Predicate foundedBy P104 FINISHED
Object John Fitzgerald
John Fitzgerald is the founder of the global financial services firm Cantor Fitzgerald.
E272113 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: John Fitzgerald | Statement: [Cantor Fitzgerald, foundedBy, John Fitzgerald]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Fitzgerald
Context triple: [Cantor Fitzgerald, foundedBy, John Fitzgerald]
  • A. John F. Kennedy
    John F. Kennedy was the 35th president of the United States, known for his leadership during the Cold War, the Cuban Missile Crisis, and the early stages of the civil rights movement before his assassination in 1963.
  • B. Frank Kennedy
    Frank Kennedy is a character in Margaret Mitchell's novel "Gone with the Wind," known as a middle-aged Atlanta businessman who marries Scarlett O'Hara for practical reasons.
  • C. Joseph W. Kennedy
    Joseph W. Kennedy was an American chemist best known as one of the co-discoverers of the element plutonium and a key figure in the Manhattan Project.
  • D. JFK
    JFK is John F. Kennedy International Airport, a major international air travel hub serving New York City.
  • E. Joseph P. Kennedy Sr.
    Joseph P. Kennedy Sr. was an American businessman, investor, and political figure who served as the first U.S. Ambassador to the United Kingdom and was the patriarch of the influential Kennedy family.
  • 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: John Fitzgerald
Triple: [Cantor Fitzgerald, foundedBy, John Fitzgerald]
Generated description
John Fitzgerald is the founder of the global financial services firm Cantor Fitzgerald.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Fitzgerald
Target entity description: John Fitzgerald is the founder of the global financial services firm Cantor Fitzgerald.
  • A. John F. Kennedy
    John F. Kennedy was the 35th president of the United States, known for his leadership during the Cold War, the Cuban Missile Crisis, and the early stages of the civil rights movement before his assassination in 1963.
  • B. Frank Kennedy
    Frank Kennedy is a character in Margaret Mitchell's novel "Gone with the Wind," known as a middle-aged Atlanta businessman who marries Scarlett O'Hara for practical reasons.
  • C. Joseph W. Kennedy
    Joseph W. Kennedy was an American chemist best known as one of the co-discoverers of the element plutonium and a key figure in the Manhattan Project.
  • D. JFK
    JFK is John F. Kennedy International Airport, a major international air travel hub serving New York City.
  • E. Joseph P. Kennedy Sr.
    Joseph P. Kennedy Sr. was an American businessman, investor, and political figure who served as the first U.S. Ambassador to the United Kingdom and was the patriarch of the influential Kennedy family.
  • 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_69ab49e3622c8190ad22afa2c4fbb807 completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abd135c64881908cccde3317d14b67 completed March 7, 2026, 7:18 a.m.
NED1 Entity disambiguation (via context triple) batch_69af1f86a1bc8190af02a1109ccf0773 completed March 9, 2026, 7:29 p.m.
NEDg Description generation batch_69af2031a64c819080b1c4a3b941d84c completed March 9, 2026, 7:32 p.m.
NED2 Entity disambiguation (via description) batch_69af20bf8e488190ac79327042d47853 completed March 9, 2026, 7:34 p.m.
Created at: March 6, 2026, 9:44 p.m.