Triple
T2265904
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Roman Kroitor |
E50143
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Beverley Shaffer
Beverley Shaffer is a Canadian filmmaker best known for her work on socially conscious documentaries and short films, including the Oscar-winning short documentary "I'll Find a Way."
|
E258210
|
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: Beverley Shaffer | Statement: [Roman Kroitor, spouse, Beverley Shaffer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Beverley Shaffer Context triple: [Roman Kroitor, spouse, Beverley Shaffer]
-
A.
Beverly Gage
Beverly Gage is an American historian and Yale professor known for her scholarship on 20th-century U.S. political history and her acclaimed biography of FBI director J. Edgar Hoover.
-
B.
Patricia Carey
Patricia Carey is an Irish-American opera singer and vocal coach best known as the mother of pop superstar Mariah Carey.
-
C.
Rebecca Giblin
Rebecca Giblin is an Australian legal scholar and advocate specializing in copyright, technology, and creators’ rights, known for her work on how digital platforms affect cultural industries.
-
D.
Anne Frances Robbins
Anne Frances Robbins, better known as Nancy Reagan, was an American actress and the First Lady of the United States from 1981 to 1989 as the wife of President Ronald Reagan.
-
E.
Sandra Hunt
Sandra Hunt is best known as the wife of legendary Los Angeles Dodgers broadcaster Vin Scully.
- 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: Beverley Shaffer Triple: [Roman Kroitor, spouse, Beverley Shaffer]
Generated description
Beverley Shaffer is a Canadian filmmaker best known for her work on socially conscious documentaries and short films, including the Oscar-winning short documentary "I'll Find a Way."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Beverley Shaffer Target entity description: Beverley Shaffer is a Canadian filmmaker best known for her work on socially conscious documentaries and short films, including the Oscar-winning short documentary "I'll Find a Way."
-
A.
Beverly Gage
Beverly Gage is an American historian and Yale professor known for her scholarship on 20th-century U.S. political history and her acclaimed biography of FBI director J. Edgar Hoover.
-
B.
Patricia Carey
Patricia Carey is an Irish-American opera singer and vocal coach best known as the mother of pop superstar Mariah Carey.
-
C.
Rebecca Giblin
Rebecca Giblin is an Australian legal scholar and advocate specializing in copyright, technology, and creators’ rights, known for her work on how digital platforms affect cultural industries.
-
D.
Anne Frances Robbins
Anne Frances Robbins, better known as Nancy Reagan, was an American actress and the First Lady of the United States from 1981 to 1989 as the wife of President Ronald Reagan.
-
E.
Sandra Hunt
Sandra Hunt is best known as the wife of legendary Los Angeles Dodgers broadcaster Vin Scully.
- 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_69a88b01e0048190ba96431b5f990ba9 |
completed | March 4, 2026, 7:41 p.m. |
| NER | Named-entity recognition | batch_69abc18fff0c8190acd73d8db8a41cff |
completed | March 7, 2026, 6:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae960554108190a202855ad0d3caaa |
completed | March 9, 2026, 9:42 a.m. |
| NEDg | Description generation | batch_69ae96b399608190bfa846c433612142 |
completed | March 9, 2026, 9:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae977aac9c8190b5fecd5fea8893fd |
completed | March 9, 2026, 9:48 a.m. |
Created at: March 4, 2026, 7:48 p.m.