Triple

T3972618
Position Surface form Disambiguated ID Type / Status
Subject Musiq Soulchild E92367 entity
Predicate notableWork P4 FINISHED
Object Dontchange
"Dontchange" is a soulful R&B ballad by Musiq Soulchild that celebrates unconditional love and acceptance in a romantic relationship.
 E405263 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: Dontchange | Statement: [Musiq Soulchild, notableWork, Dontchange]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Dontchange
Context triple: [Musiq Soulchild, notableWork, Dontchange]
  • A. Don’t Ever Change
    Don’t Ever Change is a pop song written by Gerry Goffin and Carole King that has been recorded by several artists, including The Crickets and The Beatles.
  • B. It Don’t Have to Change
    "It Don’t Have to Change" is a soulful R&B track by John Legend from his debut album "Get Lifted," showcasing his smooth vocals and reflective songwriting.
  • C. Sans changer
    Sans changer is the heraldic motto of the Stanley family, expressing a commitment to steadfastness and unchanging loyalty.
  • D. Same
    Same is a town in northeastern Tanzania that serves as an administrative and commercial center near the Pare Mountains in the Kilimanjaro area.
  • E. 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.
  • 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: Dontchange
Triple: [Musiq Soulchild, notableWork, Dontchange]
Generated description
"Dontchange" is a soulful R&B ballad by Musiq Soulchild that celebrates unconditional love and acceptance in a romantic relationship.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Dontchange
Target entity description: "Dontchange" is a soulful R&B ballad by Musiq Soulchild that celebrates unconditional love and acceptance in a romantic relationship.
  • A. Don’t Ever Change
    Don’t Ever Change is a pop song written by Gerry Goffin and Carole King that has been recorded by several artists, including The Crickets and The Beatles.
  • B. It Don’t Have to Change
    "It Don’t Have to Change" is a soulful R&B track by John Legend from his debut album "Get Lifted," showcasing his smooth vocals and reflective songwriting.
  • C. Sans changer
    Sans changer is the heraldic motto of the Stanley family, expressing a commitment to steadfastness and unchanging loyalty.
  • D. Same
    Same is a town in northeastern Tanzania that serves as an administrative and commercial center near the Pare Mountains in the Kilimanjaro area.
  • E. 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.
  • 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_69aed96624188190ac8c45bb57ab72b5 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aef996ff6c8190ba8cc490e4744b95 completed March 9, 2026, 4:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5400fa9ac8190adf70a4c49eac32c completed March 14, 2026, 11:01 a.m.
NEDg Description generation batch_69b5442537488190a7a99e09ee154057 completed March 14, 2026, 11:19 a.m.
NED2 Entity disambiguation (via description) batch_69b544f60e288190973aaf0a4136a072 completed March 14, 2026, 11:22 a.m.
Created at: March 9, 2026, 3:32 p.m.