Triple

T5192193
Position Surface form Disambiguated ID Type / Status
Subject Kirsten Dunst E117181 entity
Predicate role P268 FINISHED
Object Peggy Blumquist in Fargo (season 2)
Peggy Blumquist in Fargo (season 2) is a restless Midwestern beautician whose impulsive actions and yearning for self-improvement entangle her and her husband in a violent criminal conspiracy.
E502209 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: Peggy Blumquist in Fargo (season 2) | Statement: [Kirsten Dunst, role, Peggy Blumquist in Fargo (season 2)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Peggy Blumquist in Fargo (season 2)
Context triple: [Kirsten Dunst, role, Peggy Blumquist in Fargo (season 2)]
  • A. Peggy Bundy; Married... with Children
    Peggy Bundy from "Married... with Children" is the lazy, sarcastic, big-haired wife and mother known for her gaudy fashion sense, constant nagging, and love of shopping and TV over housework.
  • B. April Ludgate in Parks and Recreation
    April Ludgate in Parks and Recreation is a deadpan, sarcastic, and darkly humorous intern-turned-public servant whose apathetic exterior hides deep loyalty and affection for her friends and husband Andy.
  • C. Roberta Muldoon in The World According to Garp
    Roberta Muldoon in *The World According to Garp* is a former professional football player who has transitioned and become a compassionate, supportive friend to the protagonist in both John Irving’s novel and its film adaptation.
  • D. Malory Archer in Archer
    Malory Archer in Archer is the domineering, sharp-tongued head of the spy agency ISIS and the manipulative, hard-drinking mother of protagonist Sterling Archer in the animated TV series Archer.
  • E. Kit Carruthers in Badlands
    Kit Carruthers in *Badlands* is the charismatic yet disturbingly detached young drifter and spree killer portrayed by Martin Sheen in Terrence Malick’s 1973 crime drama.
  • 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: Peggy Blumquist in Fargo (season 2)
Triple: [Kirsten Dunst, role, Peggy Blumquist in Fargo (season 2)]
Generated description
Peggy Blumquist in Fargo (season 2) is a restless Midwestern beautician whose impulsive actions and yearning for self-improvement entangle her and her husband in a violent criminal conspiracy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Peggy Blumquist in Fargo (season 2)
Target entity description: Peggy Blumquist in Fargo (season 2) is a restless Midwestern beautician whose impulsive actions and yearning for self-improvement entangle her and her husband in a violent criminal conspiracy.
  • A. Peggy Bundy; Married... with Children
    Peggy Bundy from "Married... with Children" is the lazy, sarcastic, big-haired wife and mother known for her gaudy fashion sense, constant nagging, and love of shopping and TV over housework.
  • B. April Ludgate in Parks and Recreation
    April Ludgate in Parks and Recreation is a deadpan, sarcastic, and darkly humorous intern-turned-public servant whose apathetic exterior hides deep loyalty and affection for her friends and husband Andy.
  • C. Roberta Muldoon in The World According to Garp
    Roberta Muldoon in *The World According to Garp* is a former professional football player who has transitioned and become a compassionate, supportive friend to the protagonist in both John Irving’s novel and its film adaptation.
  • D. Malory Archer in Archer
    Malory Archer in Archer is the domineering, sharp-tongued head of the spy agency ISIS and the manipulative, hard-drinking mother of protagonist Sterling Archer in the animated TV series Archer.
  • E. Kit Carruthers in Badlands
    Kit Carruthers in *Badlands* is the charismatic yet disturbingly detached young drifter and spree killer portrayed by Martin Sheen in Terrence Malick’s 1973 crime drama.
  • 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_69bd4462ed04819084fcb01eb9d2fa74 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd79efd16c8190b0b16278a00baecd completed March 20, 2026, 4:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69bee0943ce48190838aff0cfd12c655 completed March 21, 2026, 6:16 p.m.
NEDg Description generation batch_69bee5fc0c408190b4ad4b77e0045182 completed March 21, 2026, 6:39 p.m.
NED2 Entity disambiguation (via description) batch_69bee6b954c08190a353ebcfe829888a completed March 21, 2026, 6:43 p.m.
Created at: March 20, 2026, 1:46 p.m.