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.