Triple

T10090641
Position Surface form Disambiguated ID Type / Status
Subject B. P. Schulberg E215332 entity
Predicate child P120 FINISHED
Object Sonya Schulberg
Sonya Schulberg is known primarily as a member of the Schulberg family, being the daughter of influential American film producer B. P. Schulberg.
E852752 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: Sonya Schulberg | Statement: [B. P. Schulberg, child, Sonya Schulberg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sonya Schulberg
Context triple: [B. P. Schulberg, child, Sonya Schulberg]
  • A. Sonya Kalish
    Sonya Kalish, better known by her stage name Sophie Tucker, was a famed early 20th-century American singer and comedian celebrated as "The Last of the Red Hot Mamas."
  • B. Sonya Isaacs
    Sonya Isaacs is an American country and Christian music singer-songwriter known for her work both as a solo artist and as a member of the family group The Isaacs.
  • C. Sonya Levien
    Sonya Levien was a prominent American screenwriter known for her work on numerous Hollywood films from the silent era through the 1950s, often adapting literary and theatrical works for the screen.
  • D. Margaret Shenberg
    Margaret Shenberg was the first wife of influential Hollywood film producer and studio executive Louis B. Mayer.
  • E. Youra Livchitz
    Youra Livchitz was a Belgian Jewish resistance fighter during World War II, best known for helping to stop a Nazi deportation train carrying Jews to Auschwitz in 1943.
  • 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: Sonya Schulberg
Triple: [B. P. Schulberg, child, Sonya Schulberg]
Generated description
Sonya Schulberg is known primarily as a member of the Schulberg family, being the daughter of influential American film producer B. P. Schulberg.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sonya Schulberg
Target entity description: Sonya Schulberg is known primarily as a member of the Schulberg family, being the daughter of influential American film producer B. P. Schulberg.
  • A. Sonya Kalish
    Sonya Kalish, better known by her stage name Sophie Tucker, was a famed early 20th-century American singer and comedian celebrated as "The Last of the Red Hot Mamas."
  • B. Sonya Isaacs
    Sonya Isaacs is an American country and Christian music singer-songwriter known for her work both as a solo artist and as a member of the family group The Isaacs.
  • C. Sonya Levien
    Sonya Levien was a prominent American screenwriter known for her work on numerous Hollywood films from the silent era through the 1950s, often adapting literary and theatrical works for the screen.
  • D. Margaret Shenberg
    Margaret Shenberg was the first wife of influential Hollywood film producer and studio executive Louis B. Mayer.
  • E. Youra Livchitz
    Youra Livchitz was a Belgian Jewish resistance fighter during World War II, best known for helping to stop a Nazi deportation train carrying Jews to Auschwitz in 1943.
  • 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_69ca83a1eed081908b2e9580f2ebeea7 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cdd05960008190baecb8e4c9f2461f completed April 2, 2026, 2:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69d6f6ca9ac88190ac5f0a25954a2606 completed April 9, 2026, 12:46 a.m.
NEDg Description generation batch_69d6fcaa16788190a4c7ef79a78febc6 completed April 9, 2026, 1:11 a.m.
NED2 Entity disambiguation (via description) batch_69d6fd6d705c81908e469068937a79b3 completed April 9, 2026, 1:14 a.m.
Created at: March 30, 2026, 9:01 p.m.