Triple

T15992105
Position Surface form Disambiguated ID Type / Status
Subject Rain E387856 entity
Predicate associatedAct P37 FINISHED
Object Ciipher (as producer)
Ciipher (as producer) is a South Korean music production team associated with Rain, contributing to the creation and arrangement of K-pop songs.
 E1187301 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: Ciipher (as producer) | Statement: [Rain, associatedAct, Ciipher (as producer)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ciipher (as producer)
Context triple: [Rain, associatedAct, Ciipher (as producer)]
  • A. Ayo The Producer
    Ayo The Producer is a hip-hop music producer best known for his work on Kanye West’s song “Follow God.”
  • B. I Wanna Be a Producer
    "I Wanna Be a Producer" is a comedic show tune from the hit Broadway musical The Producers, in which the meek accountant Leo Bloom fantasizes about escaping his mundane life to become a flamboyant Broadway producer.
  • C. The Last Producer
    The Last Producer is a film produced by David Permut, best known as a Hollywood-set drama about an aging movie producer struggling to reclaim his former glory.
  • D. Jhankaar Beats
    Jhankaar Beats is a 2003 Hindi musical comedy film known for its tribute to R.D. Burman, its popular soundtrack, and its story of three friends forming a band.
  • E. The Crystal Method
    The Crystal Method is an American electronic music duo known for their influential big beat and breakbeat productions featured in films, television, and video games.
  • 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: Ciipher (as producer)
Triple: [Rain, associatedAct, Ciipher (as producer)]
Generated description
Ciipher (as producer) is a South Korean music production team associated with Rain, contributing to the creation and arrangement of K-pop songs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ciipher (as producer)
Target entity description: Ciipher (as producer) is a South Korean music production team associated with Rain, contributing to the creation and arrangement of K-pop songs.
  • A. Ayo The Producer
    Ayo The Producer is a hip-hop music producer best known for his work on Kanye West’s song “Follow God.”
  • B. I Wanna Be a Producer
    "I Wanna Be a Producer" is a comedic show tune from the hit Broadway musical The Producers, in which the meek accountant Leo Bloom fantasizes about escaping his mundane life to become a flamboyant Broadway producer.
  • C. The Last Producer
    The Last Producer is a film produced by David Permut, best known as a Hollywood-set drama about an aging movie producer struggling to reclaim his former glory.
  • D. Jhankaar Beats
    Jhankaar Beats is a 2003 Hindi musical comedy film known for its tribute to R.D. Burman, its popular soundtrack, and its story of three friends forming a band.
  • E. The Crystal Method
    The Crystal Method is an American electronic music duo known for their influential big beat and breakbeat productions featured in films, television, and video games.
  • 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_69d86daa562c81908aacc179c0fe8fb5 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e157844ed881908b42bfc1bb740d4e completed April 16, 2026, 9:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffc3d3ef2881909213ff608192f1ef completed May 9, 2026, 11:31 p.m.
NEDg Description generation batch_69ffc47bce748190a651fff307aad88d completed May 9, 2026, 11:34 p.m.
NED2 Entity disambiguation (via description) batch_69ffc4e14e1881909210a78426546e88 completed May 9, 2026, 11:36 p.m.
Created at: April 10, 2026, 4:54 a.m.