Triple

T4371401
Position Surface form Disambiguated ID Type / Status
Subject Nathan Ford E98904 entity
Predicate spouse P13 FINISHED
Object Maggie Collins
Maggie Collins is a character in the television series "Leverage," known as the estranged wife of mastermind Nathan Ford.
 E444176 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: Maggie Collins | Statement: [Nathan Ford, spouse, Maggie Collins]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Maggie Collins
Context triple: [Nathan Ford, spouse, Maggie Collins]
  • A. Maggie Carey
    Maggie Carey is an American filmmaker, screenwriter, and director best known for writing and directing the coming-of-age comedy film "The To Do List."
  • B. Maggie Johnson
    Maggie Johnson is an American former model best known as the first wife of actor and filmmaker Clint Eastwood.
  • C. Maggie Weston
    Maggie Weston is a British makeup artist and costume designer best known for her long-term collaboration with filmmaker Terry Gilliam on several of his visually distinctive films.
  • D. Maggie Rice
    Maggie Rice is a compassionate heart surgeon in the romantic fantasy film "City of Angels," whose encounter with an angel challenges her understanding of life, love, and mortality.
  • E. Maggie McOmie
    Maggie McOmie is an American actress best known for her role as LUH 3417 in George Lucas's 1971 science fiction film THX 1138.
  • 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: Maggie Collins
Triple: [Nathan Ford, spouse, Maggie Collins]
Generated description
Maggie Collins is a character in the television series "Leverage," known as the estranged wife of mastermind Nathan Ford.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Maggie Collins
Target entity description: Maggie Collins is a character in the television series "Leverage," known as the estranged wife of mastermind Nathan Ford.
  • A. Maggie Carey
    Maggie Carey is an American filmmaker, screenwriter, and director best known for writing and directing the coming-of-age comedy film "The To Do List."
  • B. Maggie Johnson
    Maggie Johnson is an American former model best known as the first wife of actor and filmmaker Clint Eastwood.
  • C. Maggie Weston
    Maggie Weston is a British makeup artist and costume designer best known for her long-term collaboration with filmmaker Terry Gilliam on several of his visually distinctive films.
  • D. Maggie Rice
    Maggie Rice is a compassionate heart surgeon in the romantic fantasy film "City of Angels," whose encounter with an angel challenges her understanding of life, love, and mortality.
  • E. Maggie McOmie
    Maggie McOmie is an American actress best known for her role as LUH 3417 in George Lucas's 1971 science fiction film THX 1138.
  • 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_69b3454db3708190aeafd814413c4c3d completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3521dffbc8190b9300a7f4f64bdc0 completed March 12, 2026, 11:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69b650be7ac88190a8476b956e5994ec completed March 15, 2026, 6:25 a.m.
NEDg Description generation batch_69b6519e30fc819098de2671c3aa89b9 completed March 15, 2026, 6:28 a.m.
NED2 Entity disambiguation (via description) batch_69b6521feae08190a029acdece360863 completed March 15, 2026, 6:30 a.m.
Created at: March 12, 2026, 11:17 p.m.