Triple

T8022798
Position Surface form Disambiguated ID Type / Status
Subject Walk It Talk It E186777 entity
Predicate writer P1360 FINISHED
Object Joshua Luellen
Joshua Luellen, better known as Southside, is an American record producer and songwriter recognized for his influential work in trap music and collaborations with major hip-hop artists.
 E707766 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: Joshua Luellen | Statement: [Walk It Talk It, writer, Joshua Luellen]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Joshua Luellen
Context triple: [Walk It Talk It, writer, Joshua Luellen]
  • A. Joshua Gomez
    Joshua Gomez is an American actor best known for his role as Morgan Grimes on the television series "Chuck."
  • B. Joshua Kraft
    Joshua Kraft is a member of the prominent Kraft family, known for their leadership of the New England Patriots and extensive business and philanthropic activities.
  • C. Joshua Bowman
    Joshua Bowman is a British actor best known for his role as Daniel Grayson on the television drama series "Revenge."
  • D. Daniel Lugo
    Daniel Lugo is the ambitious, bodybuilding ringleader of the criminal scheme at the center of the dark comedy crime film "Pain & Gain."
  • E. Joshua Karpeh
    Joshua Karpeh is an American singer, songwriter, producer, and multi-instrumentalist best known by his stage name Cautious Clay, recognized for his genre-blending alternative R&B and indie pop music.
  • 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: Joshua Luellen
Triple: [Walk It Talk It, writer, Joshua Luellen]
Generated description
Joshua Luellen, better known as Southside, is an American record producer and songwriter recognized for his influential work in trap music and collaborations with major hip-hop artists.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Joshua Luellen
Target entity description: Joshua Luellen, better known as Southside, is an American record producer and songwriter recognized for his influential work in trap music and collaborations with major hip-hop artists.
  • A. Joshua Gomez
    Joshua Gomez is an American actor best known for his role as Morgan Grimes on the television series "Chuck."
  • B. Joshua Kraft
    Joshua Kraft is a member of the prominent Kraft family, known for their leadership of the New England Patriots and extensive business and philanthropic activities.
  • C. Joshua Bowman
    Joshua Bowman is a British actor best known for his role as Daniel Grayson on the television drama series "Revenge."
  • D. Daniel Lugo
    Daniel Lugo is the ambitious, bodybuilding ringleader of the criminal scheme at the center of the dark comedy crime film "Pain & Gain."
  • E. Joshua Karpeh
    Joshua Karpeh is an American singer, songwriter, producer, and multi-instrumentalist best known by his stage name Cautious Clay, recognized for his genre-blending alternative R&B and indie pop music.
  • 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.