Triple

T13753742
Position Surface form Disambiguated ID Type / Status
Subject Anna Chlumsky E330420 entity
Predicate characterPortrayedInWork P32051 FINISHED
Object Amy Brookheimer in Veep
Amy Brookheimer in Veep is the hyper-competent yet perpetually stressed political aide and campaign manager who serves as one of Selina Meyer’s closest and most long-suffering staffers in the satirical TV series "Veep."
E1059613 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: Amy Brookheimer in Veep | Statement: [Anna Chlumsky, characterPortrayedInWork, Amy Brookheimer in Veep]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Amy Brookheimer in Veep
Context triple: [Anna Chlumsky, characterPortrayedInWork, Amy Brookheimer in Veep]
  • A. Samantha Bee
    Samantha Bee is a Canadian-American comedian, writer, and political satirist best known for her work as a correspondent on The Daily Show and as the host of the late-night show Full Frontal with Samantha Bee.
  • B. Lizz Winstead
    Lizz Winstead is an American comedian, writer, and political satirist best known as a co-creator and former head writer of the television news parody program The Daily Show.
  • C. Miriam Maisel
    Miriam Maisel is the quick-witted 1950s housewife-turned-stand-up comedian who serves as the protagonist of the television series "The Marvelous Mrs. Maisel."
  • D. Sandi Toksvig
    Sandi Toksvig is a Danish-British comedian, writer, broadcaster, and political activist known for her work on British radio and television, including hosting "QI" and co-founding the Women's Equality Party.
  • E. Amy Poehler
    Amy Poehler is an American comedian, actress, writer, and producer best known for her work on "Saturday Night Live" and for starring as Leslie Knope on the sitcom "Parks and Recreation."
  • 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: Amy Brookheimer in Veep
Triple: [Anna Chlumsky, characterPortrayedInWork, Amy Brookheimer in Veep]
Generated description
Amy Brookheimer in Veep is the hyper-competent yet perpetually stressed political aide and campaign manager who serves as one of Selina Meyer’s closest and most long-suffering staffers in the satirical TV series "Veep."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Amy Brookheimer in Veep
Target entity description: Amy Brookheimer in Veep is the hyper-competent yet perpetually stressed political aide and campaign manager who serves as one of Selina Meyer’s closest and most long-suffering staffers in the satirical TV series "Veep."
  • A. Samantha Bee
    Samantha Bee is a Canadian-American comedian, writer, and political satirist best known for her work as a correspondent on The Daily Show and as the host of the late-night show Full Frontal with Samantha Bee.
  • B. Lizz Winstead
    Lizz Winstead is an American comedian, writer, and political satirist best known as a co-creator and former head writer of the television news parody program The Daily Show.
  • C. Miriam Maisel
    Miriam Maisel is the quick-witted 1950s housewife-turned-stand-up comedian who serves as the protagonist of the television series "The Marvelous Mrs. Maisel."
  • D. Sandi Toksvig
    Sandi Toksvig is a Danish-British comedian, writer, broadcaster, and political activist known for her work on British radio and television, including hosting "QI" and co-founding the Women's Equality Party.
  • E. Amy Poehler
    Amy Poehler is an American comedian, actress, writer, and producer best known for her work on "Saturday Night Live" and for starring as Leslie Knope on the sitcom "Parks and Recreation."
  • 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_69d81c573f288190aa2403d484fa3d49 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de0215cfa08190aaed8b089aff217b completed April 14, 2026, 9 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7a85813e88190a63fecf8b0675df6 completed May 3, 2026, 7:56 p.m.
NEDg Description generation batch_69f7a968c3508190b1a86accb71b34cf completed May 3, 2026, 8 p.m.
NED2 Entity disambiguation (via description) batch_69f7aa2f696081908f48d44bf7271abc completed May 3, 2026, 8:03 p.m.
Created at: April 9, 2026, 10:09 p.m.