Triple

T2516230
Position Surface form Disambiguated ID Type / Status
Subject Breaking Bad E55418 entity
Predicate mainCharacter P1183 FINISHED
Object Hank Schrader
Hank Schrader is a tough, wisecracking DEA agent and brother-in-law to Walter White in the television series "Breaking Bad."
E275833 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: Hank Schrader | Statement: [Breaking Bad, mainCharacter, Hank Schrader]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hank Schrader
Context triple: [Breaking Bad, mainCharacter, Hank Schrader]
  • A. 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.
  • B. Billy Butcher
    Billy Butcher is a ruthless, foul-mouthed vigilante leader from the comic and TV series "The Boys," obsessed with taking down corrupt superheroes by any means necessary.
  • C. Max Cady
    Max Cady is a sadistic ex-convict who obsessively stalks and terrorizes the family of the lawyer he blames for his imprisonment in the thriller film "Cape Fear."
  • D. Jason Ballantine
    Jason Ballantine is a film editor best known for his work on major genre films, including the 2017 adaptation of Stephen King’s "It."
  • E. Leon Vance
    Leon Vance is the stern yet principled Director of NCIS in the long-running American television crime drama series.
  • 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: Hank Schrader
Triple: [Breaking Bad, mainCharacter, Hank Schrader]
Generated description
Hank Schrader is a tough, wisecracking DEA agent and brother-in-law to Walter White in the television series "Breaking Bad."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hank Schrader
Target entity description: Hank Schrader is a tough, wisecracking DEA agent and brother-in-law to Walter White in the television series "Breaking Bad."
  • A. 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.
  • B. Billy Butcher
    Billy Butcher is a ruthless, foul-mouthed vigilante leader from the comic and TV series "The Boys," obsessed with taking down corrupt superheroes by any means necessary.
  • C. Max Cady
    Max Cady is a sadistic ex-convict who obsessively stalks and terrorizes the family of the lawyer he blames for his imprisonment in the thriller film "Cape Fear."
  • D. Jason Ballantine
    Jason Ballantine is a film editor best known for his work on major genre films, including the 2017 adaptation of Stephen King’s "It."
  • E. Leon Vance
    Leon Vance is the stern yet principled Director of NCIS in the long-running American television crime drama series.
  • 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_69af2b9aa5cc81908c2e09ce18f2e98e completed March 9, 2026, 8:20 p.m.
NEDg Description generation batch_69af508c28f48190afc4aa1bc3c9adf3 completed March 9, 2026, 10:58 p.m.
NED2 Entity disambiguation (via description) batch_69af5155f85081908dd4a1859d0f7907 completed March 9, 2026, 11:01 p.m.
Created at: March 6, 2026, 9:46 p.m.