Triple

T14167814
Position Surface form Disambiguated ID Type / Status
Subject Red Joan E351125 entity
Predicate screenwriter P2831 FINISHED
Object Lindsay Shapero
Lindsay Shapero is a screenwriter best known for writing the screenplay for the British spy drama film "Red Joan."
E1117551 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: Lindsay Shapero | Statement: [Red Joan, screenwriter, Lindsay Shapero]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lindsay Shapero
Context triple: [Red Joan, screenwriter, Lindsay Shapero]
  • A. Rebecca Heineman
    Rebecca Heineman is an American video game programmer and designer recognized as one of the industry’s earliest champions and a co-founder of several influential game companies.
  • B. Lily Schechner
    Lily Schechner is the teenage protagonist and aspiring witch at the center of the supernatural coming-of-age story in the film "The Craft: Legacy."
  • C. Leah Schlossberg
    Leah Schlossberg, later known as Leah Rabin, was the wife of Israeli Prime Minister Yitzhak Rabin and an influential public figure and peace advocate in Israel.
  • D. Lindsay Burdge
    Lindsay Burdge is an American independent film actress known for her intense, emotionally complex performances in arthouse dramas.
  • E. Sydney Tafler
    Sydney Tafler was a British character actor known for his prolific film and television work from the 1940s to the 1970s, often portraying sharp-talking or streetwise figures.
  • 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: Lindsay Shapero
Triple: [Red Joan, screenwriter, Lindsay Shapero]
Generated description
Lindsay Shapero is a screenwriter best known for writing the screenplay for the British spy drama film "Red Joan."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lindsay Shapero
Target entity description: Lindsay Shapero is a screenwriter best known for writing the screenplay for the British spy drama film "Red Joan."
  • A. Rebecca Heineman
    Rebecca Heineman is an American video game programmer and designer recognized as one of the industry’s earliest champions and a co-founder of several influential game companies.
  • B. Lily Schechner
    Lily Schechner is the teenage protagonist and aspiring witch at the center of the supernatural coming-of-age story in the film "The Craft: Legacy."
  • C. Leah Schlossberg
    Leah Schlossberg, later known as Leah Rabin, was the wife of Israeli Prime Minister Yitzhak Rabin and an influential public figure and peace advocate in Israel.
  • D. Lindsay Burdge
    Lindsay Burdge is an American independent film actress known for her intense, emotionally complex performances in arthouse dramas.
  • E. Sydney Tafler
    Sydney Tafler was a British character actor known for his prolific film and television work from the 1940s to the 1970s, often portraying sharp-talking or streetwise figures.
  • 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_69d8278775fc8190b0802d22ca2f495d completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de61b355f08190864c7322bbcb766d completed April 14, 2026, 3:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69fdfb710b34819094e3387a3ef6fcff completed May 8, 2026, 3:04 p.m.
NEDg Description generation batch_69fe025c0a9881908d76aeb534087913 completed May 8, 2026, 3:33 p.m.
NED2 Entity disambiguation (via description) batch_69fe02aac1448190939e4d271262b77b completed May 8, 2026, 3:35 p.m.
Created at: April 10, 2026, 1 a.m.