Triple

T2516233
Position Surface form Disambiguated ID Type / Status
Subject Breaking Bad E55418 entity
Predicate mainCharacter P1183 FINISHED
Object 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.
E277810 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: Mike Ehrmantraut | Statement: [Breaking Bad, mainCharacter, Mike Ehrmantraut]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mike Ehrmantraut
Context triple: [Breaking Bad, mainCharacter, Mike Ehrmantraut]
  • A. Hank Schrader
    Hank Schrader is a tough, wisecracking DEA agent and brother-in-law to Walter White in the television series "Breaking Bad."
  • B. Omar Little
    Omar Little is a notorious, principled stick-up man in the television series "The Wire," known for robbing drug dealers and living by a strict personal code.
  • C. Saul Goodman
    Saul Goodman is a flamboyant, morally flexible criminal lawyer known for his shady legal tactics and comic relief in the Breaking Bad universe.
  • D. Raymond Holt
    Raymond Holt is a stoic, hyper-competent, and deadpan NYPD captain known for his leadership of the 99th precinct and his subtle, dry humor on the sitcom "Brooklyn Nine-Nine."
  • E. Christopher Moltisanti
    Christopher Moltisanti is a central character in the television series "The Sopranos," depicted as Tony Soprano’s volatile protégé whose struggles with addiction, ambition, and loyalty drive many of the show’s key storylines.
  • 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: Mike Ehrmantraut
Triple: [Breaking Bad, mainCharacter, Mike Ehrmantraut]
Generated description
Mike Ehrmantraut is a highly skilled, stoic fixer and enforcer in the Breaking Bad universe, known for his meticulous professionalism and complex moral code.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mike Ehrmantraut
Target entity description: Mike Ehrmantraut is a highly skilled, stoic fixer and enforcer in the Breaking Bad universe, known for his meticulous professionalism and complex moral code.
  • A. Hank Schrader
    Hank Schrader is a tough, wisecracking DEA agent and brother-in-law to Walter White in the television series "Breaking Bad."
  • B. Omar Little
    Omar Little is a notorious, principled stick-up man in the television series "The Wire," known for robbing drug dealers and living by a strict personal code.
  • C. Saul Goodman
    Saul Goodman is a flamboyant, morally flexible criminal lawyer known for his shady legal tactics and comic relief in the Breaking Bad universe.
  • D. Raymond Holt
    Raymond Holt is a stoic, hyper-competent, and deadpan NYPD captain known for his leadership of the 99th precinct and his subtle, dry humor on the sitcom "Brooklyn Nine-Nine."
  • E. Christopher Moltisanti
    Christopher Moltisanti is a central character in the television series "The Sopranos," depicted as Tony Soprano’s volatile protégé whose struggles with addiction, ambition, and loyalty drive many of the show’s key storylines.
  • 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_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_69af5cec74ac819093529ce5843ca320 completed March 9, 2026, 11:51 p.m.
NEDg Description generation batch_69af5dc7ef4c81908581716c07dcae47 completed March 9, 2026, 11:54 p.m.
NED2 Entity disambiguation (via description) batch_69af5e6449e4819084313a5b44d46044 completed March 9, 2026, 11:57 p.m.
Created at: March 6, 2026, 9:46 p.m.