Triple

T14293269
Position Surface form Disambiguated ID Type / Status
Subject Kalifornia E354370 entity
Predicate producer P490 FINISHED
Object Risa Shapiro
Risa Shapiro is a film producer best known for her work on the 1993 crime thriller "Kalifornia."
E1166196 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: Risa Shapiro | Statement: [Kalifornia, producer, Risa Shapiro]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Risa Shapiro
Context triple: [Kalifornia, producer, Risa Shapiro]
  • A. Risa Zaitschek
    Risa Zaitschek is a visual artist and designer best known for creating the cover art for Neil Young’s album "Rust Never Sleeps."
  • B. Rachel Resnick
    Rachel Resnick is an American author and memoirist known for her candid, often humorous explorations of personal relationships and emotional vulnerability.
  • C. Shelly Rubin
    Shelly Rubin is an American philanthropist and arts patron best known as a co-founder of the Rubin Museum of Art in New York City.
  • D. Shoshanna Shapiro
    Shoshanna Shapiro is a bubbly, fast-talking, and naive yet increasingly self-assured young woman featured as one of the core friends navigating adulthood in the TV series "Girls."
  • E. Jacqueline Shapiro
    Jacqueline Shapiro is known primarily as the wife of American screenwriter and producer Ernest Lehman.
  • 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: Risa Shapiro
Triple: [Kalifornia, producer, Risa Shapiro]
Generated description
Risa Shapiro is a film producer best known for her work on the 1993 crime thriller "Kalifornia."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Risa Shapiro
Target entity description: Risa Shapiro is a film producer best known for her work on the 1993 crime thriller "Kalifornia."
  • A. Risa Zaitschek
    Risa Zaitschek is a visual artist and designer best known for creating the cover art for Neil Young’s album "Rust Never Sleeps."
  • B. Rachel Resnick
    Rachel Resnick is an American author and memoirist known for her candid, often humorous explorations of personal relationships and emotional vulnerability.
  • C. Shelly Rubin
    Shelly Rubin is an American philanthropist and arts patron best known as a co-founder of the Rubin Museum of Art in New York City.
  • D. Shoshanna Shapiro
    Shoshanna Shapiro is a bubbly, fast-talking, and naive yet increasingly self-assured young woman featured as one of the core friends navigating adulthood in the TV series "Girls."
  • E. Jacqueline Shapiro
    Jacqueline Shapiro is known primarily as the wife of American screenwriter and producer Ernest Lehman.
  • 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_69d8278e17088190b328c5a9d4be74ff completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de7179368081908117a9ccfbf94fd4 completed April 14, 2026, 4:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69ff56ade75c8190b556c3b0ba692a96 completed May 9, 2026, 3:45 p.m.
NEDg Description generation batch_69ff5858f6f88190a94a871c831e4f78 completed May 9, 2026, 3:52 p.m.
NED2 Entity disambiguation (via description) batch_69ff589de85c8190abc9c888ac90cf52 completed May 9, 2026, 3:54 p.m.
Created at: April 10, 2026, 1:11 a.m.