Triple

T14363163
Position Surface form Disambiguated ID Type / Status
Subject Booksmart E356154 entity
Predicate producer P490 FINISHED
Object Chelsea Barnard
Chelsea Barnard is a film producer best known for her work on acclaimed independent and studio comedies, including the coming-of-age film "Booksmart."
E1102763 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: Chelsea Barnard | Statement: [Booksmart, producer, Chelsea Barnard]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chelsea Barnard
Context triple: [Booksmart, producer, Chelsea Barnard]
  • A. Sarah Barnard
    Sarah Barnard was the wife of renowned English scientist Michael Faraday, providing personal support throughout his career in 19th-century London.
  • B. Sarah Barnard
    Sarah Barnard is a relatively obscure individual for whom no widely known public information or distinguishing background is readily available.
  • C. Anne Barnard
    Anne Barnard is a journalist and foreign correspondent known for her reporting on conflict zones and Middle Eastern affairs, particularly for The New York Times.
  • D. Catherine Barkley
    Catherine Barkley is a central character in Ernest Hemingway's novel "A Farewell to Arms," known as a British nurse whose tragic love affair with an American ambulance driver unfolds against the backdrop of World War I.
  • E. Louise Barnsley
    Louise Barnsley is a central character in the psychological thriller series "Behind Her Eyes," known for becoming entangled in a dangerous love triangle and a web of dark secrets.
  • 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: Chelsea Barnard
Triple: [Booksmart, producer, Chelsea Barnard]
Generated description
Chelsea Barnard is a film producer best known for her work on acclaimed independent and studio comedies, including the coming-of-age film "Booksmart."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chelsea Barnard
Target entity description: Chelsea Barnard is a film producer best known for her work on acclaimed independent and studio comedies, including the coming-of-age film "Booksmart."
  • A. Sarah Barnard
    Sarah Barnard was the wife of renowned English scientist Michael Faraday, providing personal support throughout his career in 19th-century London.
  • B. Sarah Barnard
    Sarah Barnard is a relatively obscure individual for whom no widely known public information or distinguishing background is readily available.
  • C. Anne Barnard
    Anne Barnard is a journalist and foreign correspondent known for her reporting on conflict zones and Middle Eastern affairs, particularly for The New York Times.
  • D. Catherine Barkley
    Catherine Barkley is a central character in Ernest Hemingway's novel "A Farewell to Arms," known as a British nurse whose tragic love affair with an American ambulance driver unfolds against the backdrop of World War I.
  • E. Louise Barnsley
    Louise Barnsley is a central character in the psychological thriller series "Behind Her Eyes," known for becoming entangled in a dangerous love triangle and a web of dark secrets.
  • 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_69d8279163a081908aec45c0e3f1e02f completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de8fabec088190bd8128371b29e958 completed April 14, 2026, 7:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd6d7ed3ec8190b97128733419845b completed May 8, 2026, 4:58 a.m.
NEDg Description generation batch_69fd6ea7ce448190be49c725a2e0135b completed May 8, 2026, 5:03 a.m.
NED2 Entity disambiguation (via description) batch_69fd6f99a9e481909c52413f682e4d15 completed May 8, 2026, 5:07 a.m.
Created at: April 10, 2026, 1:15 a.m.