Triple
T2516241
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Breaking Bad |
E55418
|
entity |
| Predicate | leadActor |
P1507
|
FINISHED |
| Object | Giancarlo Esposito |
E134615
|
NE FINISHED |
How this triple was built (2 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: [Breaking Bad, leadActor, Giancarlo Esposito]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Giancarlo Esposito Context triple: [Breaking Bad, leadActor, Giancarlo Esposito]
-
A.
Giancarlo Esposito
chosen
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."
-
B.
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.
-
C.
Benicio del Toro
Benicio del Toro is an acclaimed Puerto Rican actor known for his intense, brooding performances in films such as "Traffic," "The Usual Suspects," and "Sicario."
-
D.
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.
-
E.
Michael Imperioli
Michael Imperioli is an American actor and writer best known for his Emmy-winning role as Christopher Moltisanti on the acclaimed HBO crime drama series The Sopranos.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69ab49e4749c8190813311efd1630f1b |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abd20f8d0c8190bfdcb99a12f59d59 |
completed | March 7, 2026, 7:21 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af2b9aa5cc81908c2e09ce18f2e98e |
completed | March 9, 2026, 8:20 p.m. |
Created at: March 6, 2026, 9:46 p.m.