Triple

T20241810
Position Surface form Disambiguated ID Type / Status
Subject Class of 1999 E498314 entity
Predicate writer P1360 FINISHED
Object C. Courtney Joyner
C. Courtney Joyner is an American screenwriter, director, and author known for his work in genre films, particularly horror and science fiction.
E1420729 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: C. Courtney Joyner | Statement: [Class of 1999, writer, C. Courtney Joyner]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: C. Courtney Joyner
Context triple: [Class of 1999, writer, C. Courtney Joyner]
  • A. Tameka Cottle
    Tameka Cottle is an American singer-songwriter and television personality best known as a member of the R&B group Xscape and for co-writing major hits in the late 1990s and 2000s.
  • B. Teasha Bivins
    Teasha Bivins is known as the wife of New Edition and Bell Biv DeVoe member Michael Bivins and has appeared with him in various public and media appearances.
  • C. Coralee Armstrong
    Coralee Armstrong is a central character in the dark comedy-drama series "Insatiable," known for her role as a Southern socialite and beauty pageant coach.
  • D. 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."
  • E. Saundra McClain
    Saundra McClain is an American actress known for her work in film, television, and theater.
  • 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: C. Courtney Joyner
Triple: [Class of 1999, writer, C. Courtney Joyner]
Generated description
C. Courtney Joyner is an American screenwriter, director, and author known for his work in genre films, particularly horror and science fiction.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: C. Courtney Joyner
Target entity description: C. Courtney Joyner is an American screenwriter, director, and author known for his work in genre films, particularly horror and science fiction.
  • A. Tameka Cottle
    Tameka Cottle is an American singer-songwriter and television personality best known as a member of the R&B group Xscape and for co-writing major hits in the late 1990s and 2000s.
  • B. Teasha Bivins
    Teasha Bivins is known as the wife of New Edition and Bell Biv DeVoe member Michael Bivins and has appeared with him in various public and media appearances.
  • C. Coralee Armstrong
    Coralee Armstrong is a central character in the dark comedy-drama series "Insatiable," known for her role as a Southern socialite and beauty pageant coach.
  • D. 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."
  • E. Saundra McClain
    Saundra McClain is an American actress known for her work in film, television, and theater.
  • 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_69da6274c58c81909c646eabed6f4f30 completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e6716eabf48190ae4e760f472114bd completed April 20, 2026, 6:33 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0855222ac88190b8e950fcc12418e7 completed May 16, 2026, 11:29 a.m.
NEDg Description generation batch_6a0855d7d87481908ff14d53a2ac94f7 completed May 16, 2026, 11:32 a.m.
NED2 Entity disambiguation (via description) batch_6a0856da3e748190866c328a6c61b3d8 completed May 16, 2026, 11:36 a.m.
Created at: April 11, 2026, 11:40 p.m.