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.