Triple

T16844129
Position Surface form Disambiguated ID Type / Status
Subject King & Maxwell series E409491 entity
Predicate featuresCharacter P626 FINISHED
Object Michelle Maxwell
Michelle Maxwell is a former Secret Service agent turned private investigator who partners with Sean King in David Baldacci’s King & Maxwell thriller series.
E1258159 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: Michelle Maxwell | Statement: [King & Maxwell series, featuresCharacter, Michelle Maxwell]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Michelle Maxwell
Context triple: [King & Maxwell series, featuresCharacter, Michelle Maxwell]
  • A. Judy Maxwell
    Judy Maxwell is the chaotic, quick-witted young woman played by Barbra Streisand who drives much of the screwball comedy and romantic confusion in the film "What's Up, Doc?".
  • B. Mary Maxwell
    Mary Maxwell was an American businesswoman and philanthropist best known as the mother of Microsoft co-founder Bill Gates and for her leadership roles in civic and charitable organizations.
  • C. Bea Maxwell
    Bea Maxwell is a central character in Mona Simpson’s novel "Off Keck Road," around whom much of the story’s emotional and relational dynamics revolve.
  • D. Stella Maxwell
    Stella Maxwell is a Northern Irish-New Zealand fashion model best known for her work with major luxury brands and appearances in high-profile runway shows and magazines.
  • E. Rachel Wilcox
    Rachel Wilcox is the troubled, rebellious teenage granddaughter at the center of the film "Georgia Rule," whose strained family relationships and personal trauma drive the story’s emotional conflict.
  • 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: Michelle Maxwell
Triple: [King & Maxwell series, featuresCharacter, Michelle Maxwell]
Generated description
Michelle Maxwell is a former Secret Service agent turned private investigator who partners with Sean King in David Baldacci’s King & Maxwell thriller series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Michelle Maxwell
Target entity description: Michelle Maxwell is a former Secret Service agent turned private investigator who partners with Sean King in David Baldacci’s King & Maxwell thriller series.
  • A. Judy Maxwell
    Judy Maxwell is the chaotic, quick-witted young woman played by Barbra Streisand who drives much of the screwball comedy and romantic confusion in the film "What's Up, Doc?".
  • B. Mary Maxwell
    Mary Maxwell was an American businesswoman and philanthropist best known as the mother of Microsoft co-founder Bill Gates and for her leadership roles in civic and charitable organizations.
  • C. Bea Maxwell
    Bea Maxwell is a central character in Mona Simpson’s novel "Off Keck Road," around whom much of the story’s emotional and relational dynamics revolve.
  • D. Stella Maxwell
    Stella Maxwell is a Northern Irish-New Zealand fashion model best known for her work with major luxury brands and appearances in high-profile runway shows and magazines.
  • E. Rachel Wilcox
    Rachel Wilcox is the troubled, rebellious teenage granddaughter at the center of the film "Georgia Rule," whose strained family relationships and personal trauma drive the story’s emotional conflict.
  • 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_69d883952b048190887740a980b712ed completed April 10, 2026, 4:59 a.m.
NER Named-entity recognition batch_69e3b3533a9481909730571e6f758cbe completed April 18, 2026, 4:37 p.m.
NED1 Entity disambiguation (via context triple) batch_6a01673ba0e08190a988847fa7ad8e50 completed May 11, 2026, 5:20 a.m.
NEDg Description generation batch_6a016c240f7c8190a564b07ada96c88f completed May 11, 2026, 5:41 a.m.
NED2 Entity disambiguation (via description) batch_6a016c6e27a081908271c56073fd374b completed May 11, 2026, 5:43 a.m.
Created at: April 10, 2026, 5:24 a.m.