Triple

T19999279
Position Surface form Disambiguated ID Type / Status
Subject Fast N' Loud E494274 entity
Predicate hasCastMember P2308 FINISHED
Object Christie Brimberry
Christie Brimberry is a reality TV personality best known as the office manager and fan-favorite cast member on the automotive restoration series "Fast N' Loud."
 E1419164 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: Christie Brimberry | Statement: [Fast N' Loud, hasCastMember, Christie Brimberry]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Christie Brimberry
Context triple: [Fast N' Loud, hasCastMember, Christie Brimberry]
  • A. Camille Yarbrough
    Camille Yarbrough is an American poet, singer, actress, and author whose spoken-word and musical work, particularly the piece sampled in Fatboy Slim’s “Praise You,” has been influential in soul, funk, and hip-hop.
  • B. Saundra McClain
    Saundra McClain is an American actress known for her work in film, television, and theater.
  • C. Teisha Brown
    Teisha Brown is a singer best known as a member of the American R&B group Brownstone.
  • D. Kareema Jackson
    Kareema Jackson is a private individual known primarily for being a relative of Kimberly Woodruff, the longtime partner and wife of rapper and actor Ice Cube.
  • E. Kareema Jackson
    Kareema Jackson is a member of the Jackson family and a sibling of actor and rapper O’Shea Jackson Jr., son of hip-hop icon Ice Cube.
  • 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: Christie Brimberry
Triple: [Fast N' Loud, hasCastMember, Christie Brimberry]
Generated description
Christie Brimberry is a reality TV personality best known as the office manager and fan-favorite cast member on the automotive restoration series "Fast N' Loud."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Christie Brimberry
Target entity description: Christie Brimberry is a reality TV personality best known as the office manager and fan-favorite cast member on the automotive restoration series "Fast N' Loud."
  • A. Camille Yarbrough
    Camille Yarbrough is an American poet, singer, actress, and author whose spoken-word and musical work, particularly the piece sampled in Fatboy Slim’s “Praise You,” has been influential in soul, funk, and hip-hop.
  • B. Saundra McClain
    Saundra McClain is an American actress known for her work in film, television, and theater.
  • C. Teisha Brown
    Teisha Brown is a singer best known as a member of the American R&B group Brownstone.
  • D. Kareema Jackson
    Kareema Jackson is a private individual known primarily for being a relative of Kimberly Woodruff, the longtime partner and wife of rapper and actor Ice Cube.
  • E. Kareema Jackson
    Kareema Jackson is a member of the Jackson family and a sibling of actor and rapper O’Shea Jackson Jr., son of hip-hop icon Ice Cube.
  • 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_69da626b2d748190886981ea90c8b2ea completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e661a09bdc819083305b08a11c6e34 completed April 20, 2026, 5:25 p.m.
NED1 Entity disambiguation (via context triple) batch_6a084b74505881908cc7ee70e4253476 completed May 16, 2026, 10:48 a.m.
NEDg Description generation batch_6a084c17a0808190a6ea7ea52246be8b completed May 16, 2026, 10:51 a.m.
NED2 Entity disambiguation (via description) batch_6a084cf11ff8819086138489b9645c75 completed May 16, 2026, 10:54 a.m.
Created at: April 11, 2026, 3:32 p.m.