Triple
T4048347
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Better Call Saul |
E84121
|
entity |
| Predicate | characterTransformationOf |
P12208
|
FINISHED |
| Object | Jimmy McGill |
E275834
|
NE FINISHED |
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: Jimmy McGill | Statement: [Better Call Saul, characterTransformationOf, Jimmy McGill]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jimmy McGill Context triple: [Better Call Saul, characterTransformationOf, Jimmy McGill]
-
A.
Saul Goodman
chosen
Saul Goodman is a flamboyant, morally flexible criminal lawyer known for his shady legal tactics and comic relief in the Breaking Bad universe.
-
B.
Hank Schrader
Hank Schrader is a tough, wisecracking DEA agent and brother-in-law to Walter White in the television series "Breaking Bad."
-
C.
Mike Ehrmantraut
Mike Ehrmantraut is a highly skilled, stoic fixer and enforcer in the Breaking Bad universe, known for his meticulous professionalism and complex moral code.
-
D.
Chuck McGill
Chuck McGill is a central character in the television series "Better Call Saul," known as Jimmy McGill’s brilliant but troubled older brother who suffers from a debilitating psychosomatic condition.
-
E.
Kim Wexler
Kim Wexler is a highly skilled and morally conflicted attorney whose complex relationship with Jimmy McGill/Saul Goodman is central to the character-driven drama of Better Call Saul.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: characterTransformationOf Context triple: [Better Call Saul, characterTransformationOf, Jimmy McGill]
-
A.
characterRoleSwap
Indicates a relationship where two characters exchange or assume each other’s narrative roles or functions within a story or scenario.
-
B.
character2
Indicates that a second character entity is involved in the relationship or context defined by the predicate.
-
C.
character1
Indicates that the subject is identified as the first or primary character in a narrative or context.
-
D.
characterContrast
Indicates a relationship where two characters are compared to highlight their opposing or significantly differing traits, roles, or behaviors.
-
E.
characterIn
chosen
Indicates that an entity appears as a character within a specified work, story, or narrative.
- F. None of above.
Provenance (4 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_69aed930bd5c819083e7dcc14fc44f69 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefb81040481909b22e4c445ecae0f |
completed | March 9, 2026, 4:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b56b4d2cb081908dbca3bee5610cda |
completed | March 14, 2026, 2:06 p.m. |
| PD | Predicate disambiguation | batch_69aef900386481909d04555a9ec9b0e3 |
completed | March 9, 2026, 4:44 p.m. |
Created at: March 9, 2026, 3:37 p.m.