Triple

T5937075
Position Surface form Disambiguated ID Type / Status
Subject The Black Album E132068 entity
Predicate hasPart P35 FINISHED
Object Change Clothes
"Change Clothes" is a 2003 hip-hop single by Jay-Z featuring Pharrell Williams, known for its stylish, fashion-focused lyrics and production by The Neptunes.
 E557161 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: Change Clothes | Statement: [The Black Album, hasPart, Change Clothes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Change Clothes
Context triple: [The Black Album, hasPart, Change Clothes]
  • A. Quick Change
    Quick Change is a 1990 crime-comedy film co-directed by and starring Bill Murray as a mastermind bank robber whose escape from New York City goes increasingly awry.
  • B. Underneath Your Clothes
    "Underneath Your Clothes" is a pop-rock ballad by Colombian singer Shakira, released in 2002 and widely recognized for its romantic lyrics and powerful vocal performance.
  • C. I Changed a Lot
    "I Changed a Lot" is a studio album by American DJ and producer DJ Khaled, featuring numerous guest artists and showcasing his signature hip hop and rap collaborations.
  • D. Things Change
    Things Change is a 1988 American comedy-drama film directed by David Mamet about a mistaken-identity scheme involving a humble shoeshiner and the mob.
  • E. I Can Change
    "I Can Change" is a song by John Legend from his debut studio album "Get Lifted."
  • 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: Change Clothes
Triple: [The Black Album, hasPart, Change Clothes]
Generated description
"Change Clothes" is a 2003 hip-hop single by Jay-Z featuring Pharrell Williams, known for its stylish, fashion-focused lyrics and production by The Neptunes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Change Clothes
Target entity description: "Change Clothes" is a 2003 hip-hop single by Jay-Z featuring Pharrell Williams, known for its stylish, fashion-focused lyrics and production by The Neptunes.
  • A. Quick Change
    Quick Change is a 1990 crime-comedy film co-directed by and starring Bill Murray as a mastermind bank robber whose escape from New York City goes increasingly awry.
  • B. Underneath Your Clothes
    "Underneath Your Clothes" is a pop-rock ballad by Colombian singer Shakira, released in 2002 and widely recognized for its romantic lyrics and powerful vocal performance.
  • C. I Changed a Lot
    "I Changed a Lot" is a studio album by American DJ and producer DJ Khaled, featuring numerous guest artists and showcasing his signature hip hop and rap collaborations.
  • D. Things Change
    Things Change is a 1988 American comedy-drama film directed by David Mamet about a mistaken-identity scheme involving a humble shoeshiner and the mob.
  • E. I Can Change
    "I Can Change" is a song by John Legend from his debut studio album "Get Lifted."
  • 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_69c0085c55dc8190aa90e242c956e2fa completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c038eca9688190adeed21df058daf1 completed March 22, 2026, 6:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0c06f979881908d7e98ee674f1ff2 completed March 23, 2026, 4:24 a.m.
NEDg Description generation batch_69c0c329b1108190ac4fe897e2be9946 completed March 23, 2026, 4:35 a.m.
NED2 Entity disambiguation (via description) batch_69c0c3a81a608190a39283b4df0ab4b9 completed March 23, 2026, 4:38 a.m.
Created at: March 22, 2026, 4:01 p.m.