Triple
T22976198
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lyndon B. Johnson – Bryan Cranston |
E571324
|
entity |
| Predicate | stagePortrayalDirectedBy |
P54166
|
FINISHED |
| Object | Bill Rauch |
—
|
NE NERFINISHED |
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: Bill Rauch | Statement: [Lyndon B. Johnson – Bryan Cranston, stagePortrayalDirectedBy, Bill Rauch]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bill Rauch Context triple: [Lyndon B. Johnson – Bryan Cranston, stagePortrayalDirectedBy, Bill Rauch]
-
A.
Michael-Leon Wooley
Michael-Leon Wooley is an American actor and voice actor best known for his rich baritone performances in film, television, and theater, including prominent roles in animated features and Broadway productions.
-
B.
Ken McClure
Ken McClure is an American politician who serves as the mayor of Springfield, Missouri, overseeing the city's local government and community initiatives.
-
C.
Rick Chudacoff
Rick Chudacoff is an American music producer and songwriter known for his work in pop and adult contemporary music, collaborating with various artists and bands since the late 20th century.
-
D.
John Ahearn
John Ahearn is an American sculptor best known for his life-cast portraits of residents in New York City’s Bronx neighborhood, often created and displayed in collaboration with the local community.
-
E.
Gene McFadden
Gene McFadden was an American songwriter and producer best known as half of the soul duo McFadden & Whitehead, who helped shape the sound of 1970s Philadelphia soul.
- 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: Bill Rauch Target entity description: Bill Rauch is an American theater director known for his innovative leadership at the Oregon Shakespeare Festival and for directing acclaimed stage productions, including Bryan Cranston’s portrayal of Lyndon B. Johnson in "All the Way."
-
A.
Michael-Leon Wooley
Michael-Leon Wooley is an American actor and voice actor best known for his rich baritone performances in film, television, and theater, including prominent roles in animated features and Broadway productions.
-
B.
Ken McClure
Ken McClure is an American politician who serves as the mayor of Springfield, Missouri, overseeing the city's local government and community initiatives.
-
C.
Rick Chudacoff
Rick Chudacoff is an American music producer and songwriter known for his work in pop and adult contemporary music, collaborating with various artists and bands since the late 20th century.
-
D.
John Ahearn
John Ahearn is an American sculptor best known for his life-cast portraits of residents in New York City’s Bronx neighborhood, often created and displayed in collaboration with the local community.
-
E.
Gene McFadden
Gene McFadden was an American songwriter and producer best known as half of the soul duo McFadden & Whitehead, who helped shape the sound of 1970s Philadelphia soul.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: stagePortrayalDirectedBy Context triple: [Lyndon B. Johnson – Bryan Cranston, stagePortrayalDirectedBy, Bill Rauch]
-
A.
stagePortrayalIncludes
Indicates that a stage portrayal incorporates or features a particular element, character, action, or aspect within the performance.
-
B.
portrayedInFilmDirectedBy
Indicates that one entity is portrayed as a character in a film that is directed by another specified entity.
-
C.
castingDirectorOf
Indicates that a person serves as the casting director responsible for selecting the cast of a particular production or project.
-
D.
isDirectedBy
chosen
Indicates that one entity serves as the director or guiding authority responsible for the creation, management, or execution of another entity (such as a film, project, or organization).
-
E.
earlierPortrayalDirector
Indicates that one director’s portrayal or depiction of something occurred before another director’s portrayal of the same thing.
- F. None of above.
Provenance (3 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_69e245b3c50481908bb3741ec9f40862 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f182369b548190a6630655a6e0bb39 |
completed | April 29, 2026, 3:59 a.m. |
| PD | Predicate disambiguation | batch_69ef3b9101f48190a06c69dff26c6441 |
completed | April 27, 2026, 10:33 a.m. |
Created at: April 17, 2026, 3:48 p.m.