Triple

T8022801
Position Surface form Disambiguated ID Type / Status
Subject Walk It Talk It E186777 entity
Predicate producer P490 FINISHED
Object Deko
Deko is a music producer best known for his work in contemporary hip hop and trap, including producing Migos’ hit single "Walk It Talk It."
 E707768 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: Deko | Statement: [Walk It Talk It, producer, Deko]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Deko
Context triple: [Walk It Talk It, producer, Deko]
  • A. Deco
    Deco is a retired Brazilian-born Portuguese attacking midfielder renowned for his playmaking brilliance at clubs like Porto, Barcelona, and Chelsea, as well as for his key role in Portugal’s national team.
  • B. Dek
    Dek is a short or informal nickname commonly used for someone named Derek.
  • C. Gebbia
    Gebbia is the surname of Joe Gebbia, the American designer and entrepreneur best known as a co-founder of Airbnb.
  • D. Oeffelt
    Oeffelt is a village in the Dutch province of North Brabant, situated near the river Meuse and known for its rural character and historic church.
  • E. Glaserworks
    Glaserworks is an architectural firm known for its role in designing major sports venues, including contributing to the design of Paycor Stadium in Cincinnati.
  • 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: Deko
Triple: [Walk It Talk It, producer, Deko]
Generated description
Deko is a music producer best known for his work in contemporary hip hop and trap, including producing Migos’ hit single "Walk It Talk It."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Deko
Target entity description: Deko is a music producer best known for his work in contemporary hip hop and trap, including producing Migos’ hit single "Walk It Talk It."
  • A. Deco
    Deco is a retired Brazilian-born Portuguese attacking midfielder renowned for his playmaking brilliance at clubs like Porto, Barcelona, and Chelsea, as well as for his key role in Portugal’s national team.
  • B. Dek
    Dek is a short or informal nickname commonly used for someone named Derek.
  • C. Gebbia
    Gebbia is the surname of Joe Gebbia, the American designer and entrepreneur best known as a co-founder of Airbnb.
  • D. Oeffelt
    Oeffelt is a village in the Dutch province of North Brabant, situated near the river Meuse and known for its rural character and historic church.
  • E. Glaserworks
    Glaserworks is an architectural firm known for its role in designing major sports venues, including contributing to the design of Paycor Stadium in Cincinnati.
  • 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.