Triple

T8891727
Position Surface form Disambiguated ID Type / Status
Subject Lewis Black's Root of All Evil E211693 entity
Predicate hasCastMember P2308 FINISHED
Object Kathleen Madigan
Kathleen Madigan is an American stand-up comedian known for her sharp observational humor and numerous appearances on television comedy specials and late-night shows.
E763783 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: Kathleen Madigan | Statement: [Lewis Black's Root of All Evil, hasCastMember, Kathleen Madigan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kathleen Madigan
Context triple: [Lewis Black's Root of All Evil, hasCastMember, Kathleen Madigan]
  • A. Cheri Oteri
    Cheri Oteri is an American comedian and actress best known as a cast member on "Saturday Night Live" in the late 1990s, where she created several popular recurring characters.
  • B. Kathy Najimy
    Kathy Najimy is an American actress and comedian best known for her roles in films like "Hocus Pocus" and "Sister Act" and for her extensive voice work in animation.
  • C. Andrea Martin
    Andrea Martin is an American R&B songwriter and producer best known for penning hit songs for artists such as Monica, En Vogue, and SWV.
  • D. Sandra Bernhard
    Sandra Bernhard is an American comedian, actress, singer, and author known for her sharp, satirical stand-up and distinctive roles in film and television.
  • E. Catherine O’Hara
    Catherine O’Hara is a Canadian-American actress, comedian, and writer best known for her work in "SCTV," the "Home Alone" films, and the TV series "Schitt’s Creek."
  • 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: Kathleen Madigan
Triple: [Lewis Black's Root of All Evil, hasCastMember, Kathleen Madigan]
Generated description
Kathleen Madigan is an American stand-up comedian known for her sharp observational humor and numerous appearances on television comedy specials and late-night shows.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kathleen Madigan
Target entity description: Kathleen Madigan is an American stand-up comedian known for her sharp observational humor and numerous appearances on television comedy specials and late-night shows.
  • A. Cheri Oteri
    Cheri Oteri is an American comedian and actress best known as a cast member on "Saturday Night Live" in the late 1990s, where she created several popular recurring characters.
  • B. Kathy Najimy
    Kathy Najimy is an American actress and comedian best known for her roles in films like "Hocus Pocus" and "Sister Act" and for her extensive voice work in animation.
  • C. Andrea Martin
    Andrea Martin is an American R&B songwriter and producer best known for penning hit songs for artists such as Monica, En Vogue, and SWV.
  • D. Sandra Bernhard
    Sandra Bernhard is an American comedian, actress, singer, and author known for her sharp, satirical stand-up and distinctive roles in film and television.
  • E. Catherine O’Hara
    Catherine O’Hara is a Canadian-American actress, comedian, and writer best known for her work in "SCTV," the "Home Alone" films, and the TV series "Schitt’s Creek."
  • 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_69ca83907954819096d52a245b635841 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc61ba33c48190a657fc4147a326c0 completed April 1, 2026, 12:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfabf01d048190bed52b5b001d7ffa completed April 3, 2026, noon
NEDg Description generation batch_69cfac9d65ac8190a8234e9999d14ec1 completed April 3, 2026, 12:03 p.m.
NED2 Entity disambiguation (via description) batch_69cfad0a02888190a960e7b551ca2534 completed April 3, 2026, 12:05 p.m.
Created at: March 30, 2026, 6:54 p.m.