Triple
T11328258
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Walter Bernstein |
E268278
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Marni B. Johnson
Marni B. Johnson is known as the spouse of American screenwriter and film producer Walter Bernstein.
|
E1038620
|
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: Marni B. Johnson | Statement: [Walter Bernstein, spouse, Marni B. Johnson]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marni B. Johnson Context triple: [Walter Bernstein, spouse, Marni B. Johnson]
-
A.
Barbara Johnson
Barbara Johnson was an influential American literary critic and translator known for her pioneering work in deconstruction, feminist theory, and the analysis of race and gender in literature.
-
B.
Caryn Elaine Johnson
Caryn Elaine Johnson is the birth name of Whoopi Goldberg, the acclaimed American actress, comedian, and television host.
-
C.
Deborah Johnson
Deborah Johnson is a real-life civil rights activist and former fiancée of Black Panther leader Fred Hampton, portrayed by Dominique Fishback in the film "Judas and the Black Messiah."
-
D.
Jennifer L. Johnson
Jennifer L. Johnson is a member of the Johnson & Johnson family, associated with the lineage behind the multinational healthcare and consumer goods company.
-
E.
Amaire Johnson
Amaire Johnson is a writer known for contributing to the work "Bounce Back."
- 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: Marni B. Johnson Triple: [Walter Bernstein, spouse, Marni B. Johnson]
Generated description
Marni B. Johnson is known as the spouse of American screenwriter and film producer Walter Bernstein.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marni B. Johnson Target entity description: Marni B. Johnson is known as the spouse of American screenwriter and film producer Walter Bernstein.
-
A.
Barbara Johnson
Barbara Johnson was an influential American literary critic and translator known for her pioneering work in deconstruction, feminist theory, and the analysis of race and gender in literature.
-
B.
Caryn Elaine Johnson
Caryn Elaine Johnson is the birth name of Whoopi Goldberg, the acclaimed American actress, comedian, and television host.
-
C.
Deborah Johnson
Deborah Johnson is a real-life civil rights activist and former fiancée of Black Panther leader Fred Hampton, portrayed by Dominique Fishback in the film "Judas and the Black Messiah."
-
D.
Jennifer L. Johnson
Jennifer L. Johnson is a member of the Johnson & Johnson family, associated with the lineage behind the multinational healthcare and consumer goods company.
-
E.
Amaire Johnson
Amaire Johnson is a writer known for contributing to the work "Bounce Back."
- 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_69d6aacb1f0881908c84a349fd1be047 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e9e330008190b75490efde01dc59 |
completed | April 9, 2026, 6:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7304bc684819083ca999f283b0cb3 |
completed | May 3, 2026, 11:23 a.m. |
| NEDg | Description generation | batch_69f7316101e48190b3ec59a4376a0562 |
completed | May 3, 2026, 11:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f731f8e98c8190becfad8e3a371484 |
completed | May 3, 2026, 11:31 a.m. |
Created at: April 8, 2026, 9:32 p.m.