Triple

T2200573
Position Surface form Disambiguated ID Type / Status
Subject Young Adult E50478 entity
Predicate producer P490 FINISHED
Object Lianne Halfon
Lianne Halfon is an American film producer known for her work on acclaimed independent films such as "Juno," "Young Adult," and "Ghost World."
 E267897 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: Lianne Halfon | Statement: [Young Adult, producer, Lianne Halfon]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lianne Halfon
Context triple: [Young Adult, producer, Lianne Halfon]
  • A. Adrienne Fazan
    Adrienne Fazan was an American film editor best known for her long collaboration with MGM and director Vincente Minnelli, including work on classic Hollywood musicals.
  • B. Shiri Appleby
    Shiri Appleby is an American actress best known for her lead role in the TV series "Roswell" and her later work on shows like "UnREAL."
  • C. Suella Braverman
    Suella Braverman is a British Conservative politician and barrister who has served as Home Secretary and is known for her hardline positions on immigration and Brexit.
  • D. Lindsay Doran
    Lindsay Doran is an American film producer and studio executive known for championing character-driven, emotionally resonant movies such as "Sense and Sensibility," "Dead Again," and "Stranger Than Fiction."
  • E. Anna Nolin
    Anna Nolin is an American educator and school district leader who serves as superintendent of the Newton Public Schools in Massachusetts.
  • 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: Lianne Halfon
Triple: [Young Adult, producer, Lianne Halfon]
Generated description
Lianne Halfon is an American film producer known for her work on acclaimed independent films such as "Juno," "Young Adult," and "Ghost World."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lianne Halfon
Target entity description: Lianne Halfon is an American film producer known for her work on acclaimed independent films such as "Juno," "Young Adult," and "Ghost World."
  • A. Adrienne Fazan
    Adrienne Fazan was an American film editor best known for her long collaboration with MGM and director Vincente Minnelli, including work on classic Hollywood musicals.
  • B. Shiri Appleby
    Shiri Appleby is an American actress best known for her lead role in the TV series "Roswell" and her later work on shows like "UnREAL."
  • C. Suella Braverman
    Suella Braverman is a British Conservative politician and barrister who has served as Home Secretary and is known for her hardline positions on immigration and Brexit.
  • D. Lindsay Doran
    Lindsay Doran is an American film producer and studio executive known for championing character-driven, emotionally resonant movies such as "Sense and Sensibility," "Dead Again," and "Stranger Than Fiction."
  • E. Anna Nolin
    Anna Nolin is an American educator and school district leader who serves as superintendent of the Newton Public Schools in Massachusetts.
  • 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_69a88b044ab48190add007487680f009 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abbfa06bb4819092d7021358846e5f completed March 7, 2026, 6:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69aef085c9f48190a9adfff98c30f4f5 completed March 9, 2026, 4:08 p.m.
NEDg Description generation batch_69aef4301658819089163e8a4c640c01 completed March 9, 2026, 4:24 p.m.
NED2 Entity disambiguation (via description) batch_69aef817f22481908a5fdcb46fa095d2 completed March 9, 2026, 4:40 p.m.
Created at: March 4, 2026, 7:46 p.m.