Triple

T11688750
Position Surface form Disambiguated ID Type / Status
Subject Mike Ehrmantraut E277810 entity
Predicate hasRelative P367 FINISHED
Object Stacey Ehrmantraut
Stacey Ehrmantraut is the daughter-in-law of Mike Ehrmantraut and the mother of his granddaughter Kaylee in the television series Breaking Bad and its prequel Better Call Saul.
E941070 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: Stacey Ehrmantraut | Statement: [Mike Ehrmantraut, hasRelative, Stacey Ehrmantraut]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stacey Ehrmantraut
Context triple: [Mike Ehrmantraut, hasRelative, Stacey Ehrmantraut]
  • A. Ehrmantraut
    Ehrmantraut is the surname of Mike Ehrmantraut, a prominent fictional fixer and former police officer from the television series Breaking Bad and its prequel Better Call Saul.
  • B. 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.
  • 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. March West
    March West is an electoral ward within the town of March in Cambridgeshire, England, represented on the local council.
  • E. Kalai Strode
    Kalai Strode is the child of American actor and athlete Woody Strode, known primarily in relation to his father's legacy.
  • 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: Stacey Ehrmantraut
Triple: [Mike Ehrmantraut, hasRelative, Stacey Ehrmantraut]
Generated description
Stacey Ehrmantraut is the daughter-in-law of Mike Ehrmantraut and the mother of his granddaughter Kaylee in the television series Breaking Bad and its prequel Better Call Saul.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stacey Ehrmantraut
Target entity description: Stacey Ehrmantraut is the daughter-in-law of Mike Ehrmantraut and the mother of his granddaughter Kaylee in the television series Breaking Bad and its prequel Better Call Saul.
  • A. Ehrmantraut chosen
    Ehrmantraut is the surname of Mike Ehrmantraut, a prominent fictional fixer and former police officer from the television series Breaking Bad and its prequel Better Call Saul.
  • B. 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.
  • 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. March West
    March West is an electoral ward within the town of March in Cambridgeshire, England, represented on the local council.
  • E. Kalai Strode
    Kalai Strode is the child of American actor and athlete Woody Strode, known primarily in relation to his father's legacy.
  • F. None of above.

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_69d6aafe02d881909900d54ad7d4af84 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a478f4c481908b2ba7b70972590d completed April 10, 2026, 7:19 a.m.
NED1 Entity disambiguation (via context triple) batch_69f1303147948190b8d3b72529d23842 completed April 28, 2026, 10:09 p.m.
NEDg Description generation batch_69f138b5f8988190a7ff95095eafd0b1 completed April 28, 2026, 10:46 p.m.
NED2 Entity disambiguation (via description) batch_69f14e9b30a88190a054961a2f7fc80d completed April 29, 2026, 12:19 a.m.
Created at: April 8, 2026, 9:40 p.m.