Triple

T23262482
Position Surface form Disambiguated ID Type / Status
Subject The Wizrd E582050 entity
Predicate hasPart P35 FINISHED
Object Ain’t Coming Back
"Ain’t Coming Back" is a track by rapper Future featured on his 2019 studio album *The Wizrd*.
 E1576430 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: Ain’t Coming Back | Statement: [The Wizrd, hasPart, Ain’t Coming Back]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ain’t Coming Back
Context triple: [The Wizrd, hasPart, Ain’t Coming Back]
  • A. Won’t Come Back
    "Won’t Come Back" is a song featured on the 2002 pop album *Still Standing* by German singer Sarah Connor.
  • B. Never Comin’ Back
    "Never Comin’ Back" is a song featured on Aaliyah’s debut studio album "One in a Million."
  • C. I’m Coming Back
    "I’m Coming Back" is a song featured on the album "Soulfire," likely reflecting the record’s soulful, rock-infused style and themes of return or renewal.
  • D. Shouldn’t Come Back
    "Shouldn’t Come Back" is a pop ballad by Demi Lovato that reflects on a toxic relationship and the resolve not to return to it.
  • E. Won’t Go Back
    "Won’t Go Back" is a song featured on the album *So Familiar* by the bluegrass-comedy duo Steve Martin and Edie Brickell.
  • 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: Ain’t Coming Back
Triple: [The Wizrd, hasPart, Ain’t Coming Back]
Generated description
"Ain’t Coming Back" is a track by rapper Future featured on his 2019 studio album *The Wizrd*.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ain’t Coming Back
Target entity description: "Ain’t Coming Back" is a track by rapper Future featured on his 2019 studio album *The Wizrd*.
  • A. Won’t Come Back
    "Won’t Come Back" is a song featured on the 2002 pop album *Still Standing* by German singer Sarah Connor.
  • B. Never Comin’ Back
    "Never Comin’ Back" is a song featured on Aaliyah’s debut studio album "One in a Million."
  • C. I’m Coming Back
    "I’m Coming Back" is a song featured on the album "Soulfire," likely reflecting the record’s soulful, rock-infused style and themes of return or renewal.
  • D. Shouldn’t Come Back
    "Shouldn’t Come Back" is a pop ballad by Demi Lovato that reflects on a toxic relationship and the resolve not to return to it.
  • E. Won’t Go Back
    "Won’t Go Back" is a song featured on the album *So Familiar* by the bluegrass-comedy duo Steve Martin and Edie Brickell.
  • 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_69e246079f58819085eaa9c260906880 completed April 17, 2026, 2:39 p.m.
NER Named-entity recognition batch_69f194c9f33c819082ef6b380fc594dd completed April 29, 2026, 5:19 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c3f7050388190a0848037c96049c0 completed May 19, 2026, 10:46 a.m.
NEDg Description generation batch_6a0c405be1188190b6622665e448bbe7 completed May 19, 2026, 10:50 a.m.
NED2 Entity disambiguation (via description) batch_6a0c40bece448190bb9fd1a3058a1f06 completed May 19, 2026, 10:51 a.m.
Created at: April 17, 2026, 4:11 p.m.