Triple

T878509
Position Surface form Disambiguated ID Type / Status
Subject Justin Timberlake E18974 entity
Predicate notableWork P4 FINISHED
Object Friends with Benefits
Friends with Benefits is a 2011 romantic comedy film starring Justin Timberlake and Mila Kunis about two friends who attempt a no-strings-attached sexual relationship that becomes complicated by deeper feelings.
E103284 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: Friends with Benefits | Statement: [Justin Timberlake, notableWork, Friends with Benefits]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Friends with Benefits
Context triple: [Justin Timberlake, notableWork, Friends with Benefits]
  • A. The Brothers Bloom
    The Brothers Bloom is a 2008 comedic crime caper film written and directed by Rian Johnson, following two con-artist brothers as they attempt one last elaborate swindle involving an eccentric heiress.
  • B. 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.
  • C. Let the Right One In
    Let the Right One In is a critically acclaimed 2008 Swedish romantic horror film about the bond between a bullied boy and a mysterious child vampire.
  • D. The Hangover
    The Hangover is a 2009 comedy film about a group of friends who must retrace their steps after a wild, forgotten bachelor party in Las Vegas to find their missing groom.
  • E. The Hangover Part II
    The Hangover Part II is a 2011 comedy film and sequel to The Hangover, following the same group of friends as they experience another disastrous pre-wedding adventure, this time in Bangkok.
  • 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: Friends with Benefits
Triple: [Justin Timberlake, notableWork, Friends with Benefits]
Generated description
Friends with Benefits is a 2011 romantic comedy film starring Justin Timberlake and Mila Kunis about two friends who attempt a no-strings-attached sexual relationship that becomes complicated by deeper feelings.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Friends with Benefits
Target entity description: Friends with Benefits is a 2011 romantic comedy film starring Justin Timberlake and Mila Kunis about two friends who attempt a no-strings-attached sexual relationship that becomes complicated by deeper feelings.
  • A. The Brothers Bloom
    The Brothers Bloom is a 2008 comedic crime caper film written and directed by Rian Johnson, following two con-artist brothers as they attempt one last elaborate swindle involving an eccentric heiress.
  • B. 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.
  • C. Let the Right One In
    Let the Right One In is a critically acclaimed 2008 Swedish romantic horror film about the bond between a bullied boy and a mysterious child vampire.
  • D. The Hangover
    The Hangover is a 2009 comedy film about a group of friends who must retrace their steps after a wild, forgotten bachelor party in Las Vegas to find their missing groom.
  • E. The Hangover Part II
    The Hangover Part II is a 2011 comedy film and sequel to The Hangover, following the same group of friends as they experience another disastrous pre-wedding adventure, this time in Bangkok.
  • 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_69a4938db1f081909bcd1ad2713b6096 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4acb1dc20819095b9bb093158b60d completed March 1, 2026, 9:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7b854469c81908dc4a5c29ee140a4 completed March 4, 2026, 4:43 a.m.
NEDg Description generation batch_69a7b98614cc819096e9b914084f3fcd completed March 4, 2026, 4:48 a.m.
NED2 Entity disambiguation (via description) batch_69a7ba478a008190bf8c02ad6066b3cd completed March 4, 2026, 4:51 a.m.
Created at: March 1, 2026, 7:39 p.m.