Triple

T5254934
Position Surface form Disambiguated ID Type / Status
Subject Aaron Zigman E118675 entity
Predicate workedOn P3 FINISHED
Object film "The Proposal"
The film "The Proposal" is a 2009 romantic comedy starring Sandra Bullock and Ryan Reynolds, centered on a demanding book editor who coerces her assistant into a fake engagement to avoid deportation.
 E506689 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: film "The Proposal" | Statement: [Aaron Zigman, workedOn, film "The Proposal"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: film "The Proposal"
Context triple: [Aaron Zigman, workedOn, film "The Proposal"]
  • A. The Wedding Planner
    The Wedding Planner is a 2001 romantic comedy film starring Jennifer Lopez as a successful but lovelorn wedding planner whose life is upended when she falls for the groom of one of her clients.
  • B. American Wedding
    American Wedding is a 2003 American comedy film, the third installment in the American Pie series, following the characters as they navigate the chaos surrounding Jim and Michelle’s wedding.
  • C. The Wedding Date
    The Wedding Date is a 2005 romantic comedy film in which a woman hires a charming male escort to pose as her boyfriend at her sister’s wedding, leading to unexpected romance and complications.
  • D. The Object of My Affection
    The Object of My Affection is a 1998 romantic comedy-drama film starring Jennifer Aniston and Paul Rudd that explores the complexities of love and friendship between a pregnant social worker and her gay best friend.
  • E. Sleepless in Seattle
    Sleepless in Seattle is a 1993 romantic comedy-drama film starring Tom Hanks and Meg Ryan, centered on a widower whose son calls a radio show to help find him a new partner.
  • 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: film "The Proposal"
Triple: [Aaron Zigman, workedOn, film "The Proposal"]
Generated description
The film "The Proposal" is a 2009 romantic comedy starring Sandra Bullock and Ryan Reynolds, centered on a demanding book editor who coerces her assistant into a fake engagement to avoid deportation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: film "The Proposal"
Target entity description: The film "The Proposal" is a 2009 romantic comedy starring Sandra Bullock and Ryan Reynolds, centered on a demanding book editor who coerces her assistant into a fake engagement to avoid deportation.
  • A. The Wedding Planner
    The Wedding Planner is a 2001 romantic comedy film starring Jennifer Lopez as a successful but lovelorn wedding planner whose life is upended when she falls for the groom of one of her clients.
  • B. American Wedding
    American Wedding is a 2003 American comedy film, the third installment in the American Pie series, following the characters as they navigate the chaos surrounding Jim and Michelle’s wedding.
  • C. The Wedding Date
    The Wedding Date is a 2005 romantic comedy film in which a woman hires a charming male escort to pose as her boyfriend at her sister’s wedding, leading to unexpected romance and complications.
  • D. The Object of My Affection
    The Object of My Affection is a 1998 romantic comedy-drama film starring Jennifer Aniston and Paul Rudd that explores the complexities of love and friendship between a pregnant social worker and her gay best friend.
  • E. Sleepless in Seattle
    Sleepless in Seattle is a 1993 romantic comedy-drama film starring Tom Hanks and Meg Ryan, centered on a widower whose son calls a radio show to help find him a new partner.
  • 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_69bd446978108190bb5f9c5c23d93f88 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd7ba2f5d08190850529659901ae0f completed March 20, 2026, 4:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69befe7708108190ac772f7b2d5ab02a completed March 21, 2026, 8:24 p.m.
NEDg Description generation batch_69beff55faec8190a75a1b5f339a2c20 completed March 21, 2026, 8:28 p.m.
NED2 Entity disambiguation (via description) batch_69bf001f0d9c8190a67909a06ea41898 completed March 21, 2026, 8:31 p.m.
Created at: March 20, 2026, 1:50 p.m.