Triple

T6128870
Position Surface form Disambiguated ID Type / Status
Subject Nicholas Stoller E136658 entity
Predicate notableWork P4 FINISHED
Object Bros
Bros is a 2022 romantic comedy film notable as one of the first major studio gay rom-coms with an openly LGBTQ principal cast.
 E571264 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: Bros | Statement: [Nicholas Stoller, notableWork, Bros]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bros
Context triple: [Nicholas Stoller, notableWork, Bros]
  • A. Brothers
    Brothers is a 2009 psychological drama film about a soldier presumed dead in Afghanistan whose return home disrupts his family, starring Tobey Maguire, Jake Gyllenhaal, and Natalie Portman.
  • B. Brothers
    "Brothers" is a critically acclaimed blues-rock album by The Black Keys, noted for its gritty sound and commercial breakthrough success.
  • C. New Kids on the Block
    New Kids on the Block is an American pop boy band that rose to fame in the late 1980s and early 1990s with a string of hit singles and massive commercial success.
  • D. Brat Pack
    The Brat Pack was a group of young Hollywood actors prominently featured in popular 1980s coming-of-age films such as "The Breakfast Club" and "St. Elmo's Fire."
  • E. Kriss Kross
    Kriss Kross was an American hip hop duo of the early 1990s best known for their hit single "Jump" and their signature style of wearing clothes backwards.
  • 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: Bros
Triple: [Nicholas Stoller, notableWork, Bros]
Generated description
Bros is a 2022 romantic comedy film notable as one of the first major studio gay rom-coms with an openly LGBTQ principal cast.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bros
Target entity description: Bros is a 2022 romantic comedy film notable as one of the first major studio gay rom-coms with an openly LGBTQ principal cast.
  • A. Brothers
    Brothers is a 2009 psychological drama film about a soldier presumed dead in Afghanistan whose return home disrupts his family, starring Tobey Maguire, Jake Gyllenhaal, and Natalie Portman.
  • B. Brothers
    "Brothers" is a critically acclaimed blues-rock album by The Black Keys, noted for its gritty sound and commercial breakthrough success.
  • C. New Kids on the Block
    New Kids on the Block is an American pop boy band that rose to fame in the late 1980s and early 1990s with a string of hit singles and massive commercial success.
  • D. Brat Pack
    The Brat Pack was a group of young Hollywood actors prominently featured in popular 1980s coming-of-age films such as "The Breakfast Club" and "St. Elmo's Fire."
  • E. Kriss Kross
    Kriss Kross was an American hip hop duo of the early 1990s best known for their hit single "Jump" and their signature style of wearing clothes backwards.
  • 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_69c008a0a37c81908e5b4f879158afb3 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c05c4c8570819096dc87f0de2a9887 completed March 22, 2026, 9:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69c135cabf808190bbc3ba70eb04126f completed March 23, 2026, 12:44 p.m.
NEDg Description generation batch_69c13887999081908f5e6d6a32ca7906 completed March 23, 2026, 12:56 p.m.
NED2 Entity disambiguation (via description) batch_69c138f883a08190b6903a7c140abad2 completed March 23, 2026, 12:58 p.m.
Created at: March 22, 2026, 4:15 p.m.