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.