Triple

T11747685
Position Surface form Disambiguated ID Type / Status
Subject Official Secrets E279325 entity
Predicate screenwriter P2831 FINISHED
Object Sara Bernstein
Sara Bernstein is a screenwriter known for her work on the political thriller film "Official Secrets."
E985903 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: Sara Bernstein | Statement: [Official Secrets, screenwriter, Sara Bernstein]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sara Bernstein
Context triple: [Official Secrets, screenwriter, Sara Bernstein]
  • A. Barbara Bernstein
    Barbara Bernstein is one of the daughters of actress and singer Florence Henderson, best known for her iconic role as Carol Brady on the television series "The Brady Bunch."
  • B. Nina Bernstein
    Nina Bernstein is the daughter of renowned American composer and conductor Leonard Bernstein, known for helping preserve and promote her father's musical legacy.
  • C. Nina Bernstein
    Nina Bernstein is an American journalist best known for her investigative reporting on social justice, immigration, and child welfare for The New York Times.
  • D. Freda Bernstein
    Freda Bernstein was the wife of British composer Lennox Berkeley and a figure associated with his personal and musical life.
  • E. Diana Bernstein
    Diana Bernstein is known primarily as the spouse of the late American screenwriter Walter Bernstein.
  • 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: Sara Bernstein
Triple: [Official Secrets, screenwriter, Sara Bernstein]
Generated description
Sara Bernstein is a screenwriter known for her work on the political thriller film "Official Secrets."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sara Bernstein
Target entity description: Sara Bernstein is a screenwriter known for her work on the political thriller film "Official Secrets."
  • A. Barbara Bernstein
    Barbara Bernstein is one of the daughters of actress and singer Florence Henderson, best known for her iconic role as Carol Brady on the television series "The Brady Bunch."
  • B. Nina Bernstein
    Nina Bernstein is the daughter of renowned American composer and conductor Leonard Bernstein, known for helping preserve and promote her father's musical legacy.
  • C. Nina Bernstein
    Nina Bernstein is an American journalist best known for her investigative reporting on social justice, immigration, and child welfare for The New York Times.
  • D. Freda Bernstein
    Freda Bernstein was the wife of British composer Lennox Berkeley and a figure associated with his personal and musical life.
  • E. Diana Bernstein
    Diana Bernstein is known primarily as the spouse of the late American screenwriter Walter Bernstein.
  • 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_69d6ab01038c819080714901502c84fc completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a50763a081908597da118bd0a64e completed April 10, 2026, 7:21 a.m.
NED1 Entity disambiguation (via context triple) batch_69f64b7cc0808190875d36fe978e4326 completed May 2, 2026, 7:07 p.m.
NEDg Description generation batch_69f64c7c5d04819094fcbee0a4b5cbb4 completed May 2, 2026, 7:11 p.m.
NED2 Entity disambiguation (via description) batch_69f64d653b988190b11d061f55ef7192 completed May 2, 2026, 7:15 p.m.
Created at: April 8, 2026, 9:41 p.m.