Triple

T6511339
Position Surface form Disambiguated ID Type / Status
Subject Andy Campbell E150140 entity
Predicate hasSpouse P13 FINISHED
Object Maggie Campbell
Maggie Campbell is the spouse of Andy Campbell, known primarily in relation to his public profile.
 E619035 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 Campbell | Statement: [Andy Campbell, hasSpouse, Maggie Campbell]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Maggie Campbell
Context triple: [Andy Campbell, hasSpouse, Maggie Campbell]
  • A. 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.
  • B. Maggie Collins
    Maggie Collins is a character in the television series "Leverage," known as the estranged wife of mastermind Nathan Ford.
  • C. Maggie Johnson
    Maggie Johnson is one of the children of American sportscaster Ernie Johnson Jr., known to viewers through his family’s occasional appearances and mentions during his broadcasts.
  • D. Maggie Johnson
    Maggie Johnson is an American former model best known as the first wife of actor and filmmaker Clint Eastwood.
  • E. Maggie Johnson
    Maggie Johnson is the tragic young protagonist of Stephen Crane’s novella "Maggie: A Girl of the Streets," whose life in the slums of New York highlights the brutal effects of poverty and social hypocrisy.
  • 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 Campbell
Triple: [Andy Campbell, hasSpouse, Maggie Campbell]
Generated description
Maggie Campbell is the spouse of Andy Campbell, known primarily in relation to his public profile.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Maggie Campbell
Target entity description: Maggie Campbell is the spouse of Andy Campbell, known primarily in relation to his public profile.
  • A. 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.
  • B. Maggie Collins
    Maggie Collins is a character in the television series "Leverage," known as the estranged wife of mastermind Nathan Ford.
  • C. Maggie Johnson
    Maggie Johnson is one of the children of American sportscaster Ernie Johnson Jr., known to viewers through his family’s occasional appearances and mentions during his broadcasts.
  • D. Maggie Johnson
    Maggie Johnson is an American former model best known as the first wife of actor and filmmaker Clint Eastwood.
  • E. Maggie Johnson
    Maggie Johnson is the tragic young protagonist of Stephen Crane’s novella "Maggie: A Girl of the Streets," whose life in the slums of New York highlights the brutal effects of poverty and social hypocrisy.
  • 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_69c687ef291081909d437f035eef1cda completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c69f3ad7d081909162f1a625fc52b1 completed March 27, 2026, 3:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69c71a5fb5f88190942a67cb38378964 completed March 28, 2026, 12:01 a.m.
NEDg Description generation batch_69c71b5a3550819085d7030a83249e78 completed March 28, 2026, 12:05 a.m.
NED2 Entity disambiguation (via description) batch_69c71ba93da88190a5e4022ebb8e3256 completed March 28, 2026, 12:07 a.m.
Created at: March 27, 2026, 1:43 p.m.