Triple

T13495244
Position Surface form Disambiguated ID Type / Status
Subject Ebony Naomi Oshunrinde E320736 entity
Predicate notableProductionCredit P65363 FINISHED
Object “Used To This”
“Used To This” is a hip-hop single by Future featuring Drake, produced by Canadian producer WondaGurl (Ebony Naomi Oshunrinde).
 E1045973 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: “Used To This” | Statement: [Ebony Naomi Oshunrinde, notableProductionCredit, “Used To This”]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: “Used To This”
Context triple: [Ebony Naomi Oshunrinde, notableProductionCredit, “Used To This”]
  • A. “I Used To”
    “I Used To” is a song featured on the album *Goodbye Ellston Avenue* by the punk rock band No Use for a Name.
  • B. So Is This
    So Is This is an experimental Canadian film by Michael Snow that consists entirely of text on screen, exploring language, perception, and cinematic structure.
  • C. We Used to Wait
    "We Used to Wait" is a song by Canadian indie rock band Arcade Fire, known for its driving piano, urgent vocals, and themes of nostalgia and technological change.
  • D. Up To Something
    "Up To Something" is a popular Afrobeats single by Nigerian singer Mayorkun, known for its catchy melody and romantic, feel-good vibe.
  • E. Used to Be Bad
    "Used to Be Bad" is a blues-influenced rock song by Paul McCartney and Steve Miller, featured on McCartney's 1997 album "Flaming Pie."
  • 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: “Used To This”
Triple: [Ebony Naomi Oshunrinde, notableProductionCredit, “Used To This”]
Generated description
“Used To This” is a hip-hop single by Future featuring Drake, produced by Canadian producer WondaGurl (Ebony Naomi Oshunrinde).
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: “Used To This”
Target entity description: “Used To This” is a hip-hop single by Future featuring Drake, produced by Canadian producer WondaGurl (Ebony Naomi Oshunrinde).
  • A. “I Used To”
    “I Used To” is a song featured on the album *Goodbye Ellston Avenue* by the punk rock band No Use for a Name.
  • B. So Is This
    So Is This is an experimental Canadian film by Michael Snow that consists entirely of text on screen, exploring language, perception, and cinematic structure.
  • C. We Used to Wait
    "We Used to Wait" is a song by Canadian indie rock band Arcade Fire, known for its driving piano, urgent vocals, and themes of nostalgia and technological change.
  • D. Up To Something
    "Up To Something" is a popular Afrobeats single by Nigerian singer Mayorkun, known for its catchy melody and romantic, feel-good vibe.
  • E. Used to Be Bad
    "Used to Be Bad" is a blues-influenced rock song by Paul McCartney and Steve Miller, featured on McCartney's 1997 album "Flaming Pie."
  • 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_69d807629d6c8190998f1b9bb12d2ed0 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbbe99ddc08190a8d79107c8e176fa completed April 12, 2026, 3:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69f75485af6c8190a43ccab5449f5014 completed May 3, 2026, 1:58 p.m.
NEDg Description generation batch_69f7553b5074819094d2781cc59aab16 completed May 3, 2026, 2:01 p.m.
NED2 Entity disambiguation (via description) batch_69f755f907048190aa057fa92071fac5 completed May 3, 2026, 2:04 p.m.
Created at: April 9, 2026, 9:43 p.m.