Triple

T6524751
Position Surface form Disambiguated ID Type / Status
Subject Dean Cain E151274 entity
Predicate appearedIn P795 FINISHED
Object The Broken Hearts Club: A Romantic Comedy
The Broken Hearts Club: A Romantic Comedy is a 2000 ensemble film that follows a close-knit group of gay friends in West Hollywood as they navigate love, friendship, and self-acceptance.
E605083 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 Broken Hearts Club: A Romantic Comedy | Statement: [Dean Cain, appearedIn, The Broken Hearts Club: A Romantic Comedy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Broken Hearts Club: A Romantic Comedy
Context triple: [Dean Cain, appearedIn, The Broken Hearts Club: A Romantic Comedy]
  • A. موعد مع السعادة
    "موعد مع السعادة" هو فيلم مصري كلاسيكي من أفلام الخمسينيات تلعب بطولته فاتن حمامة ويُعد من أبرز الأعمال الرومانسية في تاريخ السينما المصرية.
  • B. Isn't It Romantic?
    "Isn't It Romantic?" is a popular 1932 American standard song composed by Richard Rodgers with lyrics by Lorenz Hart, widely recognized for its enduring presence in film and jazz repertoires.
  • C. First Date
    "First Date" is a popular pop-punk song by American rock band Blink-182, known for its catchy melody and humorous take on the awkwardness of teenage romance.
  • D. 27 Dresses
    27 Dresses is a 2008 romantic comedy film starring Katherine Heigl as a perpetual bridesmaid forced to reevaluate her love life and priorities when her sister becomes engaged to the man she secretly loves.
  • E. Wedding Crashers
    Wedding Crashers is a 2005 American comedy film about two divorce mediators who crash weddings to meet women, starring Owen Wilson and Vince Vaughn.
  • 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 Broken Hearts Club: A Romantic Comedy
Triple: [Dean Cain, appearedIn, The Broken Hearts Club: A Romantic Comedy]
Generated description
The Broken Hearts Club: A Romantic Comedy is a 2000 ensemble film that follows a close-knit group of gay friends in West Hollywood as they navigate love, friendship, and self-acceptance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Broken Hearts Club: A Romantic Comedy
Target entity description: The Broken Hearts Club: A Romantic Comedy is a 2000 ensemble film that follows a close-knit group of gay friends in West Hollywood as they navigate love, friendship, and self-acceptance.
  • A. موعد مع السعادة
    "موعد مع السعادة" هو فيلم مصري كلاسيكي من أفلام الخمسينيات تلعب بطولته فاتن حمامة ويُعد من أبرز الأعمال الرومانسية في تاريخ السينما المصرية.
  • B. Isn't It Romantic?
    "Isn't It Romantic?" is a popular 1932 American standard song composed by Richard Rodgers with lyrics by Lorenz Hart, widely recognized for its enduring presence in film and jazz repertoires.
  • C. First Date
    "First Date" is a popular pop-punk song by American rock band Blink-182, known for its catchy melody and humorous take on the awkwardness of teenage romance.
  • D. 27 Dresses
    27 Dresses is a 2008 romantic comedy film starring Katherine Heigl as a perpetual bridesmaid forced to reevaluate her love life and priorities when her sister becomes engaged to the man she secretly loves.
  • E. Wedding Crashers
    Wedding Crashers is a 2005 American comedy film about two divorce mediators who crash weddings to meet women, starring Owen Wilson and Vince Vaughn.
  • 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_69c687f522748190b3058405553cdabd completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6ad9831f88190a2b64cf6bc8c9a11 completed March 27, 2026, 4:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6d52372d08190a98c611dabc27c85 completed March 27, 2026, 7:06 p.m.
NEDg Description generation batch_69c6d6d9af148190ad9cd2cc31a70bb7 completed March 27, 2026, 7:13 p.m.
NED2 Entity disambiguation (via description) batch_69c6d98506b88190aae3b4d887744648 completed March 27, 2026, 7:24 p.m.
Created at: March 27, 2026, 1:45 p.m.