Triple

T13495230
Position Surface form Disambiguated ID Type / Status
Subject Ebony Naomi Oshunrinde E320736 entity
Predicate notableProductionCredit P65363 FINISHED
Object “Used To”
“Used To” is a hip-hop track produced by Canadian producer Ebony Naomi Oshunrinde, better known as WondaGurl.
 E1018741 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” | Statement: [Ebony Naomi Oshunrinde, notableProductionCredit, “Used To”]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: “Used To”
Context triple: [Ebony Naomi Oshunrinde, notableProductionCredit, “Used To”]
  • 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. Used To
    "Used To" is an R&B song by American singer LeToya Luckett, featured on her 2006 self-titled debut solo album.
  • C. Used To
    "Used To" is a track by Drake featuring Lil Wayne from his 2015 commercial mixtape *If You’re Reading This It’s Too Late*, known for its moody production and themes of success and changing relationships.
  • D. “The Way I Used To Be”
    “The Way I Used To Be” is a song featured on the concept album *The Ballad of Calico* by Kenny Rogers and The First Edition.
  • E. 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.
  • 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”
Triple: [Ebony Naomi Oshunrinde, notableProductionCredit, “Used To”]
Generated description
“Used To” is a hip-hop track produced by Canadian producer Ebony Naomi Oshunrinde, better known as WondaGurl.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: “Used To”
Target entity description: “Used To” is a hip-hop track produced by Canadian producer Ebony Naomi Oshunrinde, better known as WondaGurl.
  • 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. Used To
    "Used To" is an R&B song by American singer LeToya Luckett, featured on her 2006 self-titled debut solo album.
  • C. Used To chosen
    "Used To" is a track by Drake featuring Lil Wayne from his 2015 commercial mixtape *If You’re Reading This It’s Too Late*, known for its moody production and themes of success and changing relationships.
  • D. “The Way I Used To Be”
    “The Way I Used To Be” is a song featured on the concept album *The Ballad of Calico* by Kenny Rogers and The First Edition.
  • E. 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.
  • F. None of above.

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_69f7463fe0d081908484a7f16859008a completed May 3, 2026, 12:57 p.m.
NEDg Description generation batch_69f74d048250819098baf78ff08c1633 completed May 3, 2026, 1:26 p.m.
NED2 Entity disambiguation (via description) batch_69f750f7f11481908c60b49eef65b63f completed May 3, 2026, 1:43 p.m.
Created at: April 9, 2026, 9:43 p.m.