Triple

T17067957
Position Surface form Disambiguated ID Type / Status
Subject The Opposition with Jordan Klepper E414135 entity
Predicate notableCastMember P7010 FINISHED
Object Niccole Thurman
Niccole Thurman is an American actress, comedian, and writer known for her work on satirical television shows such as The Opposition with Jordan Klepper.
E1253903 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: Niccole Thurman | Statement: [The Opposition with Jordan Klepper, notableCastMember, Niccole Thurman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Niccole Thurman
Context triple: [The Opposition with Jordan Klepper, notableCastMember, Niccole Thurman]
  • A. Nicole Avant
    Nicole Avant is an American film producer, former U.S. Ambassador to the Bahamas, and daughter of influential music executive Clarence Avant.
  • B. Nicole Watterson
    Nicole Watterson is a hardworking, hot-tempered blue cat mother in the animated series "The Amazing World of Gumball," known for her fierce competitiveness and deep love for her family.
  • C. Jacqueline Avant
    Jacqueline Avant was an American philanthropist and civic leader known for her extensive charitable work in arts, education, and community development, and as the wife of influential music executive Clarence Avant.
  • D. Naturi Naughton
    Naturi Naughton is an American singer and actress best known as a former member of the R&B group 3LW and for her roles in projects like the TV series "Power" and the film "Notorious."
  • E. Nicala Allen
    Nicala Allen is a sibling of NFL quarterback Josh Allen.
  • 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: Niccole Thurman
Triple: [The Opposition with Jordan Klepper, notableCastMember, Niccole Thurman]
Generated description
Niccole Thurman is an American actress, comedian, and writer known for her work on satirical television shows such as The Opposition with Jordan Klepper.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Niccole Thurman
Target entity description: Niccole Thurman is an American actress, comedian, and writer known for her work on satirical television shows such as The Opposition with Jordan Klepper.
  • A. Nicole Avant
    Nicole Avant is an American film producer, former U.S. Ambassador to the Bahamas, and daughter of influential music executive Clarence Avant.
  • B. Nicole Watterson
    Nicole Watterson is a hardworking, hot-tempered blue cat mother in the animated series "The Amazing World of Gumball," known for her fierce competitiveness and deep love for her family.
  • C. Jacqueline Avant
    Jacqueline Avant was an American philanthropist and civic leader known for her extensive charitable work in arts, education, and community development, and as the wife of influential music executive Clarence Avant.
  • D. Naturi Naughton
    Naturi Naughton is an American singer and actress best known as a former member of the R&B group 3LW and for her roles in projects like the TV series "Power" and the film "Notorious."
  • E. Nicala Allen
    Nicala Allen is a sibling of NFL quarterback Josh Allen.
  • 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_69d886cde3d481908d4d01ba88ba7eb7 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3dbbeb2a48190a733a4cc829c16de completed April 18, 2026, 7:30 p.m.
NED1 Entity disambiguation (via context triple) batch_6a014823d0a8819095491aef9b258971 completed May 11, 2026, 3:08 a.m.
NEDg Description generation batch_6a014a1993a48190bf65e590ff57c9c2 completed May 11, 2026, 3:16 a.m.
NED2 Entity disambiguation (via description) batch_6a014a7fa5208190a0a60649fe6292d1 completed May 11, 2026, 3:18 a.m.
Created at: April 10, 2026, 5:34 a.m.