Triple

T12869756
Position Surface form Disambiguated ID Type / Status
Subject Ginnifer Goodwin E307816 entity
Predicate portrayedCharacterIn P1668 FINISHED
Object Margene Heffman in Big Love
Margene Heffman in *Big Love* is the youthful, free-spirited third wife in the Henrickson polygamist family, whose naivety and emotional growth are central to the series’ exploration of unconventional marriage and identity.
E1007768 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: Margene Heffman in Big Love | Statement: [Ginnifer Goodwin, portrayedCharacterIn, Margene Heffman in Big Love]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Margene Heffman in Big Love
Context triple: [Ginnifer Goodwin, portrayedCharacterIn, Margene Heffman in Big Love]
  • A. Andrea Jackson in "The Big C"
    Andrea Jackson is a sharp-tongued, rebellious teen student who becomes Cathy Jamison’s outspoken and emotionally complex protégé in the television series "The Big C."
  • B. Harper Stewart in The Best Man
    Harper Stewart in *The Best Man* is a successful yet conflicted author whose soon-to-be-published novel threatens to upend his close friendships on the eve of a wedding.
  • C. Luke Bankole in The Handmaid's Tale
    Luke Bankole in *The Handmaid's Tale* is June Osborne's husband, a symbol of her former life and lost freedom whose separation from her drives much of the story's emotional tension.
  • D. Heather Dunbar in House of Cards
    Heather Dunbar in House of Cards is a principled and ambitious U.S. Solicitor General who becomes a major political rival to Frank Underwood in the series.
  • E. Holly Osborne in The Handmaid's Tale
    Holly Osborne in *The Handmaid’s Tale* is a resistance-minded woman and the mother of June Osborne, whose attempted escape from Gilead becomes a pivotal part of June’s backstory in the television series.
  • 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: Margene Heffman in Big Love
Triple: [Ginnifer Goodwin, portrayedCharacterIn, Margene Heffman in Big Love]
Generated description
Margene Heffman in *Big Love* is the youthful, free-spirited third wife in the Henrickson polygamist family, whose naivety and emotional growth are central to the series’ exploration of unconventional marriage and identity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Margene Heffman in Big Love
Target entity description: Margene Heffman in *Big Love* is the youthful, free-spirited third wife in the Henrickson polygamist family, whose naivety and emotional growth are central to the series’ exploration of unconventional marriage and identity.
  • A. Andrea Jackson in "The Big C"
    Andrea Jackson is a sharp-tongued, rebellious teen student who becomes Cathy Jamison’s outspoken and emotionally complex protégé in the television series "The Big C."
  • B. Harper Stewart in The Best Man
    Harper Stewart in *The Best Man* is a successful yet conflicted author whose soon-to-be-published novel threatens to upend his close friendships on the eve of a wedding.
  • C. Luke Bankole in The Handmaid's Tale
    Luke Bankole in *The Handmaid's Tale* is June Osborne's husband, a symbol of her former life and lost freedom whose separation from her drives much of the story's emotional tension.
  • D. Heather Dunbar in House of Cards
    Heather Dunbar in House of Cards is a principled and ambitious U.S. Solicitor General who becomes a major political rival to Frank Underwood in the series.
  • E. Holly Osborne in The Handmaid's Tale
    Holly Osborne in *The Handmaid’s Tale* is a resistance-minded woman and the mother of June Osborne, whose attempted escape from Gilead becomes a pivotal part of June’s backstory in the television series.
  • 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_69d7bdf69bc48190af6c2621f28ca351 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d970905784819091631161a9de98c5 completed April 10, 2026, 9:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69f69bb26eb08190912d0b44c345bf41 completed May 3, 2026, 12:49 a.m.
NEDg Description generation batch_69f69df1032881909255e506ddfd9c9f completed May 3, 2026, 12:59 a.m.
NED2 Entity disambiguation (via description) batch_69f69ea645a0819095edc112b9ed9bff completed May 3, 2026, 1:02 a.m.
Created at: April 9, 2026, 5:38 p.m.