Triple

T9578414
Position Surface form Disambiguated ID Type / Status
Subject Why Do Fools Fall in Love E231106 entity
Predicate plotSummary P264 FINISHED
Object The film depicts three women who each claim to be the widow of singer Frankie Lymon and their legal battle over his estate.
Why Do Fools Fall in Love is a 1998 biographical romantic drama film that explores the tumultuous life and legacy of R&B singer Frankie Lymon through the perspectives of three women who were all romantically involved with him.
E809273 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: The film depicts three women who each claim to be the widow of singer Frankie Lymon and their legal battle over his estate. | Statement: [Why Do Fools Fall in Love, plotSummary, The film depicts three women who each claim to be the widow of singer Frankie Lymon and their legal battle over his estate.]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The film depicts three women who each claim to be the widow of singer Frankie Lymon and their legal battle over his estate.
Context triple: [Why Do Fools Fall in Love, plotSummary, The film depicts three women who each claim to be the widow of singer Frankie Lymon and their legal battle over his estate.]
  • A. 3 Women
    3 Women is a 1977 psychological drama film directed by Robert Altman that explores identity, personality shifts, and female relationships in a surreal, dreamlike small-town setting.
  • B. The Three Faces of Eve (screenplay)
    The Three Faces of Eve (screenplay) is Nunnally Johnson’s adaptation of the true story of a woman with multiple personality disorder, which formed the basis for the acclaimed 1957 psychological drama film.
  • C. The First Wives Club
    The First Wives Club is a 1996 comedy film about three divorced women who band together to take revenge on their ex-husbands, known for its sharp humor and empowering themes.
  • D. A Letter to Three Wives
    A Letter to Three Wives is a 1949 American drama film that intertwines the stories of three women who each fear their husband has run off with the same mutual friend.
  • E. Four Wives
    Four Wives is a 1939 American drama film, directed by Michael Curtiz, that continues the story of the Lane sisters from Four Daughters.
  • 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: The film depicts three women who each claim to be the widow of singer Frankie Lymon and their legal battle over his estate.
Triple: [Why Do Fools Fall in Love, plotSummary, The film depicts three women who each claim to be the widow of singer Frankie Lymon and their legal battle over his estate.]
Generated description
Why Do Fools Fall in Love is a 1998 biographical romantic drama film that explores the tumultuous life and legacy of R&B singer Frankie Lymon through the perspectives of three women who were all romantically involved with him.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The film depicts three women who each claim to be the widow of singer Frankie Lymon and their legal battle over his estate.
Target entity description: Why Do Fools Fall in Love is a 1998 biographical romantic drama film that explores the tumultuous life and legacy of R&B singer Frankie Lymon through the perspectives of three women who were all romantically involved with him.
  • A. 3 Women
    3 Women is a 1977 psychological drama film directed by Robert Altman that explores identity, personality shifts, and female relationships in a surreal, dreamlike small-town setting.
  • B. The Three Faces of Eve (screenplay)
    The Three Faces of Eve (screenplay) is Nunnally Johnson’s adaptation of the true story of a woman with multiple personality disorder, which formed the basis for the acclaimed 1957 psychological drama film.
  • C. The First Wives Club
    The First Wives Club is a 1996 comedy film about three divorced women who band together to take revenge on their ex-husbands, known for its sharp humor and empowering themes.
  • D. A Letter to Three Wives
    A Letter to Three Wives is a 1949 American drama film that intertwines the stories of three women who each fear their husband has run off with the same mutual friend.
  • E. Four Wives
    Four Wives is a 1939 American drama film, directed by Michael Curtiz, that continues the story of the Lane sisters from Four Daughters.
  • 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_69ca848091c48190bc313d6620d09555 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd99aece1081908287e03106de020f completed April 1, 2026, 10:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1615d093c8190940037e9e0842db5 completed April 4, 2026, 7:07 p.m.
NEDg Description generation batch_69d161e6a1308190932c8386e1c24f2e completed April 4, 2026, 7:09 p.m.
NED2 Entity disambiguation (via description) batch_69d165a8c80081909e4d0837cbaabf95 completed April 4, 2026, 7:25 p.m.
Created at: March 30, 2026, 8:05 p.m.