Triple
T21041980
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cliff Bradshaw |
E518347
|
entity |
| Predicate | portrayedInFilmAdaptationAs |
P55200
|
FINISHED |
| Object |
Brian Roberts
Brian Roberts is the British protagonist in the 1972 film adaptation of the musical "Cabaret," serving as the cinematic counterpart to the stage character Cliff Bradshaw.
|
E1463197
|
NE FINISHED |
How this triple was built (5 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: Brian Roberts | Statement: [Cliff Bradshaw, portrayedInFilmAdaptationAs, Brian Roberts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Brian Roberts Context triple: [Cliff Bradshaw, portrayedInFilmAdaptationAs, Brian Roberts]
-
A.
Brian Roberts
Brian Roberts is a former Major League Baseball second baseman, best known for his long tenure with the Baltimore Orioles and his reputation as a speedy leadoff hitter and doubles machine.
-
B.
Brian James
Brian James is a rock guitarist best known as a founding member of the pioneering punk band The Damned.
-
C.
Davis Roberts
Davis Roberts was an American character actor known for his numerous supporting roles in film and television from the 1950s through the 1980s.
-
D.
Brian L. Roberts
Brian L. Roberts is an American businessman who serves as the longtime chief executive and chairman of Comcast, one of the world’s largest media and telecommunications companies.
-
E.
Joe Rinaldi
Joe Rinaldi was an American screenwriter and story artist best known for his work on classic Walt Disney animated films in the mid-20th century.
- 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: Brian Roberts Triple: [Cliff Bradshaw, portrayedInFilmAdaptationAs, Brian Roberts]
Generated description
Brian Roberts is the British protagonist in the 1972 film adaptation of the musical "Cabaret," serving as the cinematic counterpart to the stage character Cliff Bradshaw.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Brian Roberts Target entity description: Brian Roberts is the British protagonist in the 1972 film adaptation of the musical "Cabaret," serving as the cinematic counterpart to the stage character Cliff Bradshaw.
-
A.
Brian Roberts
Brian Roberts is a former Major League Baseball second baseman, best known for his long tenure with the Baltimore Orioles and his reputation as a speedy leadoff hitter and doubles machine.
-
B.
Brian James
Brian James is a rock guitarist best known as a founding member of the pioneering punk band The Damned.
-
C.
Davis Roberts
Davis Roberts was an American character actor known for his numerous supporting roles in film and television from the 1950s through the 1980s.
-
D.
Brian L. Roberts
Brian L. Roberts is an American businessman who serves as the longtime chief executive and chairman of Comcast, one of the world’s largest media and telecommunications companies.
-
E.
Joe Rinaldi
Joe Rinaldi was an American screenwriter and story artist best known for his work on classic Walt Disney animated films in the mid-20th century.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: portrayedInFilmAdaptationAs Context triple: [Cliff Bradshaw, portrayedInFilmAdaptationAs, Brian Roberts]
-
A.
portrayedInAdaptationOf
Indicates that an entity is depicted as a character or role within an adaptation (such as a film, series, or game) that is based on another original work.
-
B.
adaptedIntoFilmStarring
Indicates that a work has been adapted into a film in which a specified actor or set of actors star.
-
C.
adaptationPortrayalBy
Indicates that one work serves as an adaptation that portrays or represents the content of another work.
-
D.
wasPortrayedAs
chosen
Indicates that one entity has been depicted or represented in the form or role of another entity, typically within some medium or context.
-
E.
portrayedVia
Indicates that one entity is represented, depicted, or expressed through a particular medium, method, or channel.
- F. None of above.
Provenance (6 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_69e0b50438e08190917e2538bb8bc034 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e6fcf0b27881909d1c5b58be387a74 |
completed | April 21, 2026, 4:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a094750de6081908ab711d77777be6c |
completed | May 17, 2026, 4:42 a.m. |
| NEDg | Description generation | batch_6a09480efc2c819085f4c0fdb2c3533b |
completed | May 17, 2026, 4:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0948daf03881908b080ed95acdeed0 |
completed | May 17, 2026, 4:49 a.m. |
| PD | Predicate disambiguation | batch_69e5dbf6728881908a2a43a5c8804a2a |
completed | April 20, 2026, 7:55 a.m. |
Created at: April 16, 2026, 2:15 p.m.