Triple

T11991821
Position Surface form Disambiguated ID Type / Status
Subject Burn After Reading E285423 entity
Predicate character P662 FINISHED
Object Linda Litzke
Linda Litzke is a vain, fitness-obsessed gym employee in the dark comedy film "Burn After Reading," whose misguided schemes to fund cosmetic surgery drive much of the movie’s chaotic plot.
 E958506 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: Linda Litzke | Statement: [Burn After Reading, character, Linda Litzke]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Linda Litzke
Context triple: [Burn After Reading, character, Linda Litzke]
  • A. Betsy Brandt
    Betsy Brandt is an American actress best known for her role as Marie Schrader on the television series "Breaking Bad."
  • B. Nancy Lopez
    Nancy Lopez is an American professional golfer renowned as one of the dominant figures in women’s golf during the 1970s and 1980s, earning multiple major championships and numerous LPGA Tour victories.
  • C. Jackie Burke
    Jackie Burke is the resourceful middle-aged flight attendant and central protagonist of Elmore Leonard’s crime novel "Rum Punch," later adapted into the film "Jackie Brown."
  • D. Renee Richards
    Renee Richards is a pioneering transgender ophthalmologist and former professional tennis player who became known for her legal battle to compete as a woman and later for coaching top players on the women’s tour.
  • E. Pam Shriver
    Pam Shriver is a former American professional tennis player best known for her Grand Slam doubles titles and long-standing partnership with Martina Navratilova.
  • 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: Linda Litzke
Triple: [Burn After Reading, character, Linda Litzke]
Generated description
Linda Litzke is a vain, fitness-obsessed gym employee in the dark comedy film "Burn After Reading," whose misguided schemes to fund cosmetic surgery drive much of the movie’s chaotic plot.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Linda Litzke
Target entity description: Linda Litzke is a vain, fitness-obsessed gym employee in the dark comedy film "Burn After Reading," whose misguided schemes to fund cosmetic surgery drive much of the movie’s chaotic plot.
  • A. Betsy Brandt
    Betsy Brandt is an American actress best known for her role as Marie Schrader on the television series "Breaking Bad."
  • B. Nancy Lopez
    Nancy Lopez is an American professional golfer renowned as one of the dominant figures in women’s golf during the 1970s and 1980s, earning multiple major championships and numerous LPGA Tour victories.
  • C. Jackie Burke
    Jackie Burke is the resourceful middle-aged flight attendant and central protagonist of Elmore Leonard’s crime novel "Rum Punch," later adapted into the film "Jackie Brown."
  • D. Renee Richards
    Renee Richards is a pioneering transgender ophthalmologist and former professional tennis player who became known for her legal battle to compete as a woman and later for coaching top players on the women’s tour.
  • E. Pam Shriver
    Pam Shriver is a former American professional tennis player best known for her Grand Slam doubles titles and long-standing partnership with Martina Navratilova.
  • 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_69d6ab44a77c8190a652f4b27164e4ef completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d903b11ac481909866b611380792e7 completed April 10, 2026, 2:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69f4726696dc8190bf2a7aa43cb08b19 completed May 1, 2026, 9:29 a.m.
NEDg Description generation batch_69f47b7c5af08190ab0bff1232530a0c completed May 1, 2026, 10:07 a.m.
NED2 Entity disambiguation (via description) batch_69f47dd51e648190bddd41766221e22d completed May 1, 2026, 10:17 a.m.
Created at: April 8, 2026, 9:46 p.m.