Triple

T15071792
Position Surface form Disambiguated ID Type / Status
Subject The Reversal E379894 entity
Predicate featuresCharacter P626 FINISHED
Object Maggie McPherson
Maggie McPherson is a recurring character in Michael Connelly’s legal thriller series, known as a skilled and determined prosecutor and the ex-wife of defense attorney Mickey Haller.
E1150514 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 McPherson | Statement: [The Reversal, featuresCharacter, Maggie McPherson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Maggie McPherson
Context triple: [The Reversal, featuresCharacter, Maggie McPherson]
  • A. Maggie Michell
    Maggie Michell is one of the children of the late British film and theatre director Roger Michell.
  • B. Maggie Campbell
    Maggie Campbell is the spouse of Andy Campbell, known primarily in relation to his public profile.
  • C. Maggie McNamara
    Maggie McNamara was an American film and stage actress best known for her Academy Award–nominated performance in the 1953 romantic drama "The Moon Is Blue."
  • D. 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.
  • E. Maggie Morrison
    Maggie Morrison is an American singer and musician best known for her work in the Minneapolis music scene and collaborations with indie and experimental projects.
  • 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 McPherson
Triple: [The Reversal, featuresCharacter, Maggie McPherson]
Generated description
Maggie McPherson is a recurring character in Michael Connelly’s legal thriller series, known as a skilled and determined prosecutor and the ex-wife of defense attorney Mickey Haller.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Maggie McPherson
Target entity description: Maggie McPherson is a recurring character in Michael Connelly’s legal thriller series, known as a skilled and determined prosecutor and the ex-wife of defense attorney Mickey Haller.
  • A. Maggie Michell
    Maggie Michell is one of the children of the late British film and theatre director Roger Michell.
  • B. Maggie Campbell
    Maggie Campbell is the spouse of Andy Campbell, known primarily in relation to his public profile.
  • C. Maggie McNamara
    Maggie McNamara was an American film and stage actress best known for her Academy Award–nominated performance in the 1953 romantic drama "The Moon Is Blue."
  • D. 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.
  • E. Maggie Morrison
    Maggie Morrison is an American singer and musician best known for her work in the Minneapolis music scene and collaborations with indie and experimental projects.
  • 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_69d85cd7683881908d405c1b5d7b4f7f completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69dff7f86df48190b3a2cf441fefb477 completed April 15, 2026, 8:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69fef88bc8088190a357657c461f761d completed May 9, 2026, 9:04 a.m.
NEDg Description generation batch_69fefa6394408190a2734c2016f7cee9 completed May 9, 2026, 9:12 a.m.
NED2 Entity disambiguation (via description) batch_69fefac48df08190ad58e9d455546a57 completed May 9, 2026, 9:13 a.m.
Created at: April 10, 2026, 3:02 a.m.