Triple

T5342595
Position Surface form Disambiguated ID Type / Status
Subject He's Just Not That Into You E123977 entity
Predicate screenwriter P2831 FINISHED
Object Abby Kohn
Abby Kohn is an American screenwriter and director best known for co-writing popular romantic comedies such as "He's Just Not That Into You" and "Never Been Kissed."
E512522 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: Abby Kohn | Statement: [He's Just Not That Into You, screenwriter, Abby Kohn]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Abby Kohn
Context triple: [He's Just Not That Into You, screenwriter, Abby Kohn]
  • A. Abby McGrew
    Abby McGrew is an American philanthropist best known as the wife of former NFL quarterback Eli Manning.
  • B. Deborah Snyder
    Deborah Snyder is an American film producer known for her work on major superhero and genre films, particularly through her collaborations with director Zack Snyder on projects within the DC Extended Universe.
  • C. Katie Jacobs
    Katie Jacobs is an American television producer and director best known for her work on the medical drama series "House."
  • D. Abby Blodgett
    Abby Blodgett is a person notable enough to be specifically cited as a bearer of the Blodgett surname.
  • E. Annie Reisinger
    Annie Reisinger was the wife of influential Austrian economist and political scientist Joseph Schumpeter.
  • 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: Abby Kohn
Triple: [He's Just Not That Into You, screenwriter, Abby Kohn]
Generated description
Abby Kohn is an American screenwriter and director best known for co-writing popular romantic comedies such as "He's Just Not That Into You" and "Never Been Kissed."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Abby Kohn
Target entity description: Abby Kohn is an American screenwriter and director best known for co-writing popular romantic comedies such as "He's Just Not That Into You" and "Never Been Kissed."
  • A. Abby McGrew
    Abby McGrew is an American philanthropist best known as the wife of former NFL quarterback Eli Manning.
  • B. Deborah Snyder
    Deborah Snyder is an American film producer known for her work on major superhero and genre films, particularly through her collaborations with director Zack Snyder on projects within the DC Extended Universe.
  • C. Katie Jacobs
    Katie Jacobs is an American television producer and director best known for her work on the medical drama series "House."
  • D. Abby Blodgett
    Abby Blodgett is a person notable enough to be specifically cited as a bearer of the Blodgett surname.
  • E. Annie Reisinger
    Annie Reisinger was the wife of influential Austrian economist and political scientist Joseph Schumpeter.
  • 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_69bd464b07f8819095aa76577c9829e4 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd85cc5a9881909e23bf9c5b697a8e completed March 20, 2026, 5:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf18cc387c8190a9fe430fe5bb38ce completed March 21, 2026, 10:16 p.m.
NEDg Description generation batch_69bf1a5440d8819094a6da0282408b7b completed March 21, 2026, 10:23 p.m.
NED2 Entity disambiguation (via description) batch_69bf1abe1ea88190b681eb18bfa361d7 completed March 21, 2026, 10:25 p.m.
Created at: March 20, 2026, 2:01 p.m.