Triple

T7419264
Position Surface form Disambiguated ID Type / Status
Subject Supa Dupa Fly E171202 entity
Predicate hasTrack P3284 FINISHED
Object I'm Talkin'
"I'm Talkin'" is a track from Missy Elliott's influential 1997 debut album *Supa Dupa Fly*, showcasing her innovative blend of hip hop and R&B.
 E663051 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: I'm Talkin' | Statement: [Supa Dupa Fly, hasTrack, I'm Talkin']
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: I'm Talkin'
Context triple: [Supa Dupa Fly, hasTrack, I'm Talkin']
  • A. Talkin' to Me
    "Talkin' to Me" is an R&B song produced by Rich Harrison, best known as a single by American singer Amerie from her debut album.
  • B. Talking ’bout My Baby
    "Talking ’bout My Baby" is a track by British DJ and producer Fatboy Slim, featured on his 2000 album "Halfway Between the Gutter and the Stars."
  • C. Ain't Talkin'
    "Ain't Talkin'" is a long, brooding, and apocalyptic folk song by Bob Dylan that closes his 2006 album *Modern Times*.
  • D. Talk to Me
    "Talk to Me" is a solo studio album by American soul and R&B singer Dennis Edwards, known for his powerful vocals as a former lead singer of The Temptations.
  • E. Talk to Me
    "Talk to Me" is a song featured on Joni Mitchell's 1977 album "Don Juan's Reckless Daughter."
  • 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: I'm Talkin'
Triple: [Supa Dupa Fly, hasTrack, I'm Talkin']
Generated description
"I'm Talkin'" is a track from Missy Elliott's influential 1997 debut album *Supa Dupa Fly*, showcasing her innovative blend of hip hop and R&B.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: I'm Talkin'
Target entity description: "I'm Talkin'" is a track from Missy Elliott's influential 1997 debut album *Supa Dupa Fly*, showcasing her innovative blend of hip hop and R&B.
  • A. Talkin' to Me
    "Talkin' to Me" is an R&B song produced by Rich Harrison, best known as a single by American singer Amerie from her debut album.
  • B. Talking ’bout My Baby
    "Talking ’bout My Baby" is a track by British DJ and producer Fatboy Slim, featured on his 2000 album "Halfway Between the Gutter and the Stars."
  • C. Ain't Talkin'
    "Ain't Talkin'" is a long, brooding, and apocalyptic folk song by Bob Dylan that closes his 2006 album *Modern Times*.
  • D. Talk to Me
    "Talk to Me" is a song featured on Joni Mitchell's 1977 album "Don Juan's Reckless Daughter."
  • E. Talk to Me
    Talk to Me is a biographical drama film about Washington, D.C. radio personality Ralph "Petey" Greene, directed by Kasi Lemmons.
  • 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_69c68a625d048190af70eb8b63bec5a0 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f2e93ffc8190beb5a1d3eb6c5d23 completed March 27, 2026, 9:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69c81ef30ee88190a484f4b735913676 completed March 28, 2026, 6:33 p.m.
NEDg Description generation batch_69c81f8590348190ac632731b9bb9a52 completed March 28, 2026, 6:35 p.m.
NED2 Entity disambiguation (via description) batch_69c82036e43481908a4be75ab4e1409c completed March 28, 2026, 6:38 p.m.
Created at: March 27, 2026, 3:11 p.m.