Triple
T20197458
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Drexel Burnham Lambert |
E493125
|
entity |
| Predicate | keyPerson |
P256
|
FINISHED |
| Object | Fred Joseph |
—
|
NE NERFINISHED |
How this triple was built (3 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: Fred Joseph | Statement: [Drexel Burnham Lambert, keyPerson, Fred Joseph]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fred Joseph Context triple: [Drexel Burnham Lambert, keyPerson, Fred Joseph]
-
A.
John Joseph
John Joseph is the full given name of JJ Feild, a British-American actor known for his roles in film and television dramas.
-
B.
Arthur Herbert Fonzarelli
Arthur Herbert Fonzarelli, better known as "Fonzie" or "The Fonz," is a iconic leather-jacket-wearing greaser character from the American television sitcom "Happy Days," celebrated for his cool demeanor and catchphrases.
-
C.
Fred Marcellino
Fred Marcellino was an acclaimed American illustrator and book jacket designer renowned for his distinctive, influential covers for literary fiction and children's books.
-
D.
William Fagan
William Fagan is a relatively obscure individual whose name is notably recorded as a bearer of the surname Fagan.
-
E.
Fred Robinson
Fred Robinson was an American jazz trombonist active in the 1920s and 1930s, known for his work with Louis Armstrong and other leading early jazz ensembles.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fred Joseph Target entity description: Fred Joseph was an American investment banker best known as the chief executive of Drexel Burnham Lambert during its rise and fall in the 1980s junk bond era.
-
A.
John Joseph
John Joseph is the full given name of JJ Feild, a British-American actor known for his roles in film and television dramas.
-
B.
Arthur Herbert Fonzarelli
Arthur Herbert Fonzarelli, better known as "Fonzie" or "The Fonz," is a iconic leather-jacket-wearing greaser character from the American television sitcom "Happy Days," celebrated for his cool demeanor and catchphrases.
-
C.
Fred Marcellino
Fred Marcellino was an acclaimed American illustrator and book jacket designer renowned for his distinctive, influential covers for literary fiction and children's books.
-
D.
William Fagan
William Fagan is a relatively obscure individual whose name is notably recorded as a bearer of the surname Fagan.
-
E.
Fred Robinson
Fred Robinson was an American jazz trombonist active in the 1920s and 1930s, known for his work with Louis Armstrong and other leading early jazz ensembles.
- F. None of above. chosen
Provenance (2 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_69da6269614c8190bb40475d9d477358 |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e66ad99d50819090ddb7b546c65321 |
completed | April 20, 2026, 6:05 p.m. |
Created at: April 11, 2026, 11:37 p.m.