Triple

T3558167
Position Surface form Disambiguated ID Type / Status
Subject JoAnna Garcia Swisher E75270 entity
Predicate televisionRole P1668 FINISHED
Object Maddie Townsend in Sweet Magnolias
Maddie Townsend in Sweet Magnolias is the resilient, recently divorced mother of three at the heart of the series, balancing personal reinvention, family challenges, and deep friendships in the small Southern town of Serenity.
E370299 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: Maddie Townsend in Sweet Magnolias | Statement: [JoAnna Garcia Swisher, televisionRole, Maddie Townsend in Sweet Magnolias]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Maddie Townsend in Sweet Magnolias
Context triple: [JoAnna Garcia Swisher, televisionRole, Maddie Townsend in Sweet Magnolias]
  • A. Delilah Profitt
    Delilah Profitt is a popular, sharp-tongued high school cheerleader who becomes one of the central teen protagonists uncovering an alien invasion in the sci-fi horror film "The Faculty."
  • B. Mare Winningham
    Mare Winningham is an American actress and singer-songwriter known for her acclaimed work in film, television, and theater, including multiple Emmy-winning performances.
  • C. 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."
  • D. Marla Maples
    Marla Maples is an American actress and television personality best known for her high-profile marriage to businessman and future U.S. President Donald Trump in the 1990s.
  • E. Connie Britton
    Connie Britton is an American actress best known for her roles in television series such as "Friday Night Lights," "Nashville," and "The White Lotus."
  • 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: Maddie Townsend in Sweet Magnolias
Triple: [JoAnna Garcia Swisher, televisionRole, Maddie Townsend in Sweet Magnolias]
Generated description
Maddie Townsend in Sweet Magnolias is the resilient, recently divorced mother of three at the heart of the series, balancing personal reinvention, family challenges, and deep friendships in the small Southern town of Serenity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Maddie Townsend in Sweet Magnolias
Target entity description: Maddie Townsend in Sweet Magnolias is the resilient, recently divorced mother of three at the heart of the series, balancing personal reinvention, family challenges, and deep friendships in the small Southern town of Serenity.
  • A. Delilah Profitt
    Delilah Profitt is a popular, sharp-tongued high school cheerleader who becomes one of the central teen protagonists uncovering an alien invasion in the sci-fi horror film "The Faculty."
  • B. Mare Winningham
    Mare Winningham is an American actress and singer-songwriter known for her acclaimed work in film, television, and theater, including multiple Emmy-winning performances.
  • C. 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."
  • D. Marla Maples
    Marla Maples is an American actress and television personality best known for her high-profile marriage to businessman and future U.S. President Donald Trump in the 1990s.
  • E. Connie Britton
    Connie Britton is an American actress best known for her roles in television series such as "Friday Night Lights," "Nashville," and "The White Lotus."
  • 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_69ad85d45090819086f34fb85d850a1e completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc086e6688190b90ae356e18b953e completed March 8, 2026, 6:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69b3bb9983f48190bda2749d93c74a8d completed March 13, 2026, 7:24 a.m.
NEDg Description generation batch_69b3bcae84a48190b085f253773cd14f completed March 13, 2026, 7:28 a.m.
NED2 Entity disambiguation (via description) batch_69b3f90df47c81908855021f68ca7ec8 completed March 13, 2026, 11:46 a.m.
Created at: March 8, 2026, 3:20 p.m.