Triple

T6067342
Position Surface form Disambiguated ID Type / Status
Subject MADtv E135192 entity
Predicate notableCastMember P7010 FINISHED
Object Stephanie Weir
Stephanie Weir is an American actress, comedian, and writer best known for her character-driven sketch comedy work on television.
E567699 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: Stephanie Weir | Statement: [MADtv, notableCastMember, Stephanie Weir]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stephanie Weir
Context triple: [MADtv, notableCastMember, Stephanie Weir]
  • A. Stephanie Smith
    Stephanie Smith is a minor character in the 2002 hip-hop drama film "8 Mile," which stars Eminem and follows the Detroit rap battle scene.
  • B. Stephanie Squires
    Stephanie Squires is a central character in the coming-of-age film "The Wackness," serving as the love interest who helps drive the protagonist’s emotional and personal growth during a transformative summer in 1990s New York City.
  • C. Stephanie Robinson
    Stephanie Robinson is a character in the film "The Wrestler," appearing in the story’s exploration of the personal and emotional struggles surrounding professional wrestling.
  • D. Stephanie St. Clair
    Stephanie St. Clair was a prominent early 20th-century Harlem crime boss and policy banker known for her leadership in the numbers racket and resistance to both police corruption and rival gangsters.
  • E. Tanya Stephens
    Tanya Stephens is a Jamaican reggae and dancehall singer-songwriter known for her socially conscious lyrics and influential presence in Caribbean 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: Stephanie Weir
Triple: [MADtv, notableCastMember, Stephanie Weir]
Generated description
Stephanie Weir is an American actress, comedian, and writer best known for her character-driven sketch comedy work on television.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stephanie Weir
Target entity description: Stephanie Weir is an American actress, comedian, and writer best known for her character-driven sketch comedy work on television.
  • A. Stephanie Smith
    Stephanie Smith is a minor character in the 2002 hip-hop drama film "8 Mile," which stars Eminem and follows the Detroit rap battle scene.
  • B. Stephanie Squires
    Stephanie Squires is a central character in the coming-of-age film "The Wackness," serving as the love interest who helps drive the protagonist’s emotional and personal growth during a transformative summer in 1990s New York City.
  • C. Stephanie Robinson
    Stephanie Robinson is a character in the film "The Wrestler," appearing in the story’s exploration of the personal and emotional struggles surrounding professional wrestling.
  • D. Stephanie St. Clair
    Stephanie St. Clair was a prominent early 20th-century Harlem crime boss and policy banker known for her leadership in the numbers racket and resistance to both police corruption and rival gangsters.
  • E. Tanya Stephens
    Tanya Stephens is a Jamaican reggae and dancehall singer-songwriter known for her socially conscious lyrics and influential presence in Caribbean 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_69c00879e8048190b690717d19c5bc03 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c0573f17088190a728f1c290cc9d1d completed March 22, 2026, 8:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69c12523e63c81909c24b27e13acfae4 completed March 23, 2026, 11:33 a.m.
NEDg Description generation batch_69c12618226c819084485478327aa643 completed March 23, 2026, 11:38 a.m.
NED2 Entity disambiguation (via description) batch_69c1267845848190acb588f35781366c completed March 23, 2026, 11:39 a.m.
Created at: March 22, 2026, 4:10 p.m.