Triple

T8022816
Position Surface form Disambiguated ID Type / Status
Subject Walk It Talk It E186777 entity
Predicate hasChorus P1369 FINISHED
Object Walk it like I talk it
"Walk it like I talk it" is a catchy, repetitive hook line popularized in hip-hop culture, emphasizing authenticity by matching one’s actions to one’s words.
E707769 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 like I talk it | Statement: [Walk It Talk It, hasChorus, Walk it like I talk it]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Walk it like I talk it
Context triple: [Walk It Talk It, hasChorus, Walk it like I talk it]
  • A. Walk Like a Man
    "Walk Like a Man" is a song by Bruce Springsteen that appears on his 1987 album *Tunnel of Love*, reflecting on his relationship with his father and the challenges of growing into adulthood.
  • B. Walk With Me
    "Walk With Me" is a gospel song whose vocal sample is prominently featured in Kanye West's track "Jesus Walks."
  • C. Jive Talkin'
    "Jive Talkin'" is a 1975 disco-influenced hit single by the Bee Gees, widely credited with helping to launch their successful mid-1970s reinvention and later dominance of the disco era.
  • D. I'm Walkin'
    "I'm Walkin'" is a 1957 rhythm and blues hit song by Fats Domino that became one of his signature recordings and a rock and roll standard.
  • E. Walk with Me
    Walk with Me is a breakout EP by British grime artist Bugzy Malone that helped establish his reputation in the UK music scene.
  • 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 like I talk it
Triple: [Walk It Talk It, hasChorus, Walk it like I talk it]
Generated description
"Walk it like I talk it" is a catchy, repetitive hook line popularized in hip-hop culture, emphasizing authenticity by matching one’s actions to one’s words.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Walk it like I talk it
Target entity description: "Walk it like I talk it" is a catchy, repetitive hook line popularized in hip-hop culture, emphasizing authenticity by matching one’s actions to one’s words.
  • A. Walk Like a Man
    "Walk Like a Man" is a song by Bruce Springsteen that appears on his 1987 album *Tunnel of Love*, reflecting on his relationship with his father and the challenges of growing into adulthood.
  • B. Walk With Me
    "Walk With Me" is a gospel song whose vocal sample is prominently featured in Kanye West's track "Jesus Walks."
  • C. Jive Talkin'
    "Jive Talkin'" is a 1975 disco-influenced hit single by the Bee Gees, widely credited with helping to launch their successful mid-1970s reinvention and later dominance of the disco era.
  • D. I'm Walkin'
    "I'm Walkin'" is a 1957 rhythm and blues hit song by Fats Domino that became one of his signature recordings and a rock and roll standard.
  • E. Walk with Me
    Walk with Me is a breakout EP by British grime artist Bugzy Malone that helped establish his reputation in the UK music scene.
  • 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_69ca82ad4e2c8190a693e3c9e30fe66f completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3e8fb6788190a16413051ec26988 completed March 31, 2026, 3:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc56cdce588190abba45c24dc7a5e7 completed March 31, 2026, 11:20 p.m.
NEDg Description generation batch_69cc58aac4288190a2be4691fc740171 completed March 31, 2026, 11:28 p.m.
NED2 Entity disambiguation (via description) batch_69cc5cbaefb481909eb325f0d27675c0 completed March 31, 2026, 11:46 p.m.
Created at: March 30, 2026, 5:21 p.m.