Triple

T1654076
Position Surface form Disambiguated ID Type / Status
Subject Quavo E35757 entity
Predicate notableWork P4 FINISHED
Object Walk It Talk It
"Walk It Talk It" is a popular hip-hop track by Migos featuring Drake, known for its catchy hook and retro Soul Train-inspired music video.
 E186777 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: Walk It Talk It | Statement: [Quavo, notableWork, Walk It Talk It]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Walk It Talk It
Context triple: [Quavo, notableWork, Walk It Talk It]
  • A. Walk It Out
    "Walk It Out" is a song by American singer and actress Jennifer Hudson.
  • B. Jesus Walks
    "Jesus Walks" is a critically acclaimed hip-hop song by Kanye West that powerfully explores themes of faith, struggle, and spirituality.
  • C. Every Little Step
    "Every Little Step" is a 1989 R&B/New Jack Swing hit single by Bobby Brown that became one of his signature songs and a major commercial success.
  • D. Roll With It
    "Roll With It" is a 1995 Britpop single by English rock band Oasis, known for its upbeat, anthemic style and its role in the famous chart battle with Blur.
  • E. Ain't Talkin'
    "Ain't Talkin'" is a long, brooding, and apocalyptic folk song by Bob Dylan that closes his 2006 album *Modern Times*.
  • 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: Walk It Talk It
Triple: [Quavo, notableWork, Walk It Talk It]
Generated description
"Walk It Talk It" is a popular hip-hop track by Migos featuring Drake, known for its catchy hook and retro Soul Train-inspired music video.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Walk It Talk It
Target entity description: "Walk It Talk It" is a popular hip-hop track by Migos featuring Drake, known for its catchy hook and retro Soul Train-inspired music video.
  • A. Walk It Out
    "Walk It Out" is a song by American singer and actress Jennifer Hudson.
  • B. Jesus Walks
    "Jesus Walks" is a critically acclaimed hip-hop song by Kanye West that powerfully explores themes of faith, struggle, and spirituality.
  • C. Every Little Step
    "Every Little Step" is a 1989 R&B/New Jack Swing hit single by Bobby Brown that became one of his signature songs and a major commercial success.
  • D. Roll With It
    "Roll With It" is a 1995 Britpop single by English rock band Oasis, known for its upbeat, anthemic style and its role in the famous chart battle with Blur.
  • E. Ain't Talkin'
    "Ain't Talkin'" is a long, brooding, and apocalyptic folk song by Bob Dylan that closes his 2006 album *Modern Times*.
  • 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_69a8860568888190a32cd9f70acbba42 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a90a8a080c8190b6913d6830d74526 completed March 5, 2026, 4:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad60ac133881909222b25029096407 completed March 8, 2026, 11:42 a.m.
NEDg Description generation batch_69ad613d218081909e3ed7e74dcf82fc completed March 8, 2026, 11:45 a.m.
NED2 Entity disambiguation (via description) batch_69ad61b178148190a088495eb599c9cb completed March 8, 2026, 11:46 a.m.
Created at: March 4, 2026, 7:29 p.m.