Triple

T4810317
Position Surface form Disambiguated ID Type / Status
Subject Backstreet Boys E107052 entity
Predicate notableWork P4 FINISHED
Object Quit Playing Games (with My Heart)
"Quit Playing Games (with My Heart)" is a 1996 pop ballad by the Backstreet Boys that became one of their breakthrough international hits and a defining song of 1990s boy band pop.
 E472344 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: Quit Playing Games (with My Heart) | Statement: [Backstreet Boys, notableWork, Quit Playing Games (with My Heart)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Quit Playing Games (with My Heart)
Context triple: [Backstreet Boys, notableWork, Quit Playing Games (with My Heart)]
  • A. Don’t Play This Song
    "Don’t Play This Song" is a track by Kid Cudi featuring Mary J. Blige from his 2010 album *Man on the Moon II: The Legend of Mr. Rager*, known for its introspective lyrics and dark, atmospheric production.
  • B. A Game of You
    A Game of You is a major story arc in Neil Gaiman’s The Sandman that follows Barbie’s journey into a surreal dream-realm to confront identity, memory, and the power of imagination.
  • C. This Ain't a Game
    "This Ain't a Game" is the second studio album by American R&B singer Ray J, showcasing his early-2000s blend of contemporary R&B and hip hop.
  • D. Love Is a Losing Game
    "Love Is a Losing Game" is a soulful, melancholic ballad by Amy Winehouse that poignantly explores the pain and futility of a doomed relationship.
  • E. Play It Again
    "Play It Again" is a popular country song by American singer Luke Bryan, known for its catchy melody and romantic storytelling lyrics.
  • 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: Quit Playing Games (with My Heart)
Triple: [Backstreet Boys, notableWork, Quit Playing Games (with My Heart)]
Generated description
"Quit Playing Games (with My Heart)" is a 1996 pop ballad by the Backstreet Boys that became one of their breakthrough international hits and a defining song of 1990s boy band pop.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Quit Playing Games (with My Heart)
Target entity description: "Quit Playing Games (with My Heart)" is a 1996 pop ballad by the Backstreet Boys that became one of their breakthrough international hits and a defining song of 1990s boy band pop.
  • A. Don’t Play This Song
    "Don’t Play This Song" is a track by Kid Cudi featuring Mary J. Blige from his 2010 album *Man on the Moon II: The Legend of Mr. Rager*, known for its introspective lyrics and dark, atmospheric production.
  • B. A Game of You
    A Game of You is a major story arc in Neil Gaiman’s The Sandman that follows Barbie’s journey into a surreal dream-realm to confront identity, memory, and the power of imagination.
  • C. This Ain't a Game
    "This Ain't a Game" is the second studio album by American R&B singer Ray J, showcasing his early-2000s blend of contemporary R&B and hip hop.
  • D. Love Is a Losing Game
    "Love Is a Losing Game" is a soulful, melancholic ballad by Amy Winehouse that poignantly explores the pain and futility of a doomed relationship.
  • E. Play It Again
    "Play It Again" is a popular country song by American singer Luke Bryan, known for its catchy melody and romantic storytelling lyrics.
  • 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_69bd43f779448190b92885cb70abb6c2 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6c7b879081908e0c92a67422906e completed March 20, 2026, 3:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69be4daa52ec8190a3243313b18a4f3d completed March 21, 2026, 7:50 a.m.
NEDg Description generation batch_69be4e4d3d608190837c5808f2f17aa4 completed March 21, 2026, 7:52 a.m.
NED2 Entity disambiguation (via description) batch_69be4f107e7c8190aec4a7bcf0520ec9 completed March 21, 2026, 7:56 a.m.
Created at: March 20, 2026, 1:23 p.m.