Triple

T8866992
Position Surface form Disambiguated ID Type / Status
Subject Brian Koppelman E211041 entity
Predicate spouse P13 FINISHED
Object Amy Koppelman
Amy Koppelman is an American novelist and screenwriter known for her dark, psychologically driven works exploring depression, motherhood, and mental illness, including the novel "I Smile Back."
E763291 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 Koppelman | Statement: [Brian Koppelman, spouse, Amy Koppelman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Amy Koppelman
Context triple: [Brian Koppelman, spouse, Amy Koppelman]
  • A. Jill Sadelstein
    Jill Sadelstein is a central comedic character in the film "Jack and Jill," portrayed as the boisterous and overbearing twin sister whose visit upends her brother's life.
  • B. Ann Swidler
    Ann Swidler is an American sociologist known for her influential work on culture, including the concept of culture as a "tool kit" of symbols, stories, and practices that people use to construct strategies of action.
  • C. Michael Gornick
    Michael Gornick is an American cinematographer and director best known for his work on horror films, particularly his collaborations with George A. Romero.
  • D. Mimi Leder
    Mimi Leder is an American film and television director and producer known for her work on impactful dramas such as "Deep Impact," "The Leftovers," and "On the Basis of Sex."
  • E. Bonnie Sherr Klein
    Bonnie Sherr Klein is a Canadian filmmaker, writer, and disability rights activist known for her influential documentaries and advocacy work.
  • 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 Koppelman
Triple: [Brian Koppelman, spouse, Amy Koppelman]
Generated description
Amy Koppelman is an American novelist and screenwriter known for her dark, psychologically driven works exploring depression, motherhood, and mental illness, including the novel "I Smile Back."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Amy Koppelman
Target entity description: Amy Koppelman is an American novelist and screenwriter known for her dark, psychologically driven works exploring depression, motherhood, and mental illness, including the novel "I Smile Back."
  • A. Jill Sadelstein
    Jill Sadelstein is a central comedic character in the film "Jack and Jill," portrayed as the boisterous and overbearing twin sister whose visit upends her brother's life.
  • B. Ann Swidler
    Ann Swidler is an American sociologist known for her influential work on culture, including the concept of culture as a "tool kit" of symbols, stories, and practices that people use to construct strategies of action.
  • C. Michael Gornick
    Michael Gornick is an American cinematographer and director best known for his work on horror films, particularly his collaborations with George A. Romero.
  • D. Mimi Leder
    Mimi Leder is an American film and television director and producer known for her work on impactful dramas such as "Deep Impact," "The Leftovers," and "On the Basis of Sex."
  • E. Bonnie Sherr Klein
    Bonnie Sherr Klein is a Canadian filmmaker, writer, and disability rights activist known for her influential documentaries and advocacy work.
  • 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_69ca838d3c7c8190a849566d5afd2b11 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc6108530c819084559f4de669ce20 completed April 1, 2026, 12:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfa0dafdf48190abc1fe1a8397e339 completed April 3, 2026, 11:13 a.m.
NEDg Description generation batch_69cfa191d7d0819085a6b9bf7fa56067 completed April 3, 2026, 11:16 a.m.
NED2 Entity disambiguation (via description) batch_69cfa28b1d1c8190ab4a10ba8fa7259d completed April 3, 2026, 11:20 a.m.
Created at: March 30, 2026, 6:51 p.m.