Triple
T1181035
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Money Monster |
E25136
|
entity |
| Predicate | starring |
P1507
|
FINISHED |
| Object |
Giancarlo Esposito
Giancarlo Esposito is an American actor best known for his nuanced portrayals of complex antagonists, particularly Gus Fring in the television series "Breaking Bad" and "Better Call Saul."
|
E134615
|
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: Giancarlo Esposito | Statement: [Money Monster, starring, Giancarlo Esposito]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Giancarlo Esposito Context triple: [Money Monster, starring, Giancarlo Esposito]
-
A.
Kyle Chandler
Kyle Chandler is an American actor best known for his Emmy-winning role as Coach Eric Taylor on the television series "Friday Night Lights" and for supporting roles in numerous acclaimed films and TV shows.
-
B.
Ian McShane
Ian McShane is a British actor renowned for his charismatic and often morally ambiguous roles in film and television, including standout performances in series like "Deadwood" and the "John Wick" franchise.
-
C.
René Elizondo Jr.
René Elizondo Jr. is a Mexican-born music video director, songwriter, and dancer best known for his long-term romantic and creative partnership with pop icon Janet Jackson.
-
D.
Luke Goss
Luke Goss is an English actor and former drummer best known for his roles in genre films such as "Blade II" and "Hellboy II: The Golden Army."
-
E.
Lance Reddick
Lance Reddick was an American actor known for his commanding presence and roles in series like "The Wire" and "Fringe" as well as the "John Wick" film franchise.
- 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: Giancarlo Esposito Triple: [Money Monster, starring, Giancarlo Esposito]
Generated description
Giancarlo Esposito is an American actor best known for his nuanced portrayals of complex antagonists, particularly Gus Fring in the television series "Breaking Bad" and "Better Call Saul."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Giancarlo Esposito Target entity description: Giancarlo Esposito is an American actor best known for his nuanced portrayals of complex antagonists, particularly Gus Fring in the television series "Breaking Bad" and "Better Call Saul."
-
A.
Kyle Chandler
Kyle Chandler is an American actor best known for his Emmy-winning role as Coach Eric Taylor on the television series "Friday Night Lights" and for supporting roles in numerous acclaimed films and TV shows.
-
B.
Ian McShane
Ian McShane is a British actor renowned for his charismatic and often morally ambiguous roles in film and television, including standout performances in series like "Deadwood" and the "John Wick" franchise.
-
C.
René Elizondo Jr.
René Elizondo Jr. is a Mexican-born music video director, songwriter, and dancer best known for his long-term romantic and creative partnership with pop icon Janet Jackson.
-
D.
Luke Goss
Luke Goss is an English actor and former drummer best known for his roles in genre films such as "Blade II" and "Hellboy II: The Golden Army."
-
E.
Lance Reddick
Lance Reddick was an American actor known for his commanding presence and roles in series like "The Wire" and "Fringe" as well as the "John Wick" film franchise.
- 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_69a494267b4c819088c97a59182bf56a |
completed | March 1, 2026, 7:31 p.m. |
| NER | Named-entity recognition | batch_69a4bd32c5f48190b4e2d39fa052cbb7 |
completed | March 1, 2026, 10:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac6f1f1c188190a96f5718c4e7d59d |
completed | March 7, 2026, 6:31 p.m. |
| NEDg | Description generation | batch_69ac6f9c0da48190b8d5615ba582366c |
completed | March 7, 2026, 6:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac7009b52c8190a6f6962cf60de92d |
completed | March 7, 2026, 6:35 p.m. |
Created at: March 1, 2026, 7:45 p.m.