Triple
T8239816
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Geraldine Fitzgerald |
E192505
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Stuart Scheftel
Stuart Scheftel was an American businessman and public figure, notably known as the husband of Irish-American actress Geraldine Fitzgerald.
|
E772379
|
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: Stuart Scheftel | Statement: [Geraldine Fitzgerald, spouse, Stuart Scheftel]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stuart Scheftel Context triple: [Geraldine Fitzgerald, spouse, Stuart Scheftel]
-
A.
Steven Fierberg
Steven Fierberg is an American cinematographer known for his work on feature films and television series, including the romantic drama "Love & Other Drugs."
-
B.
Stuart Feldman
Stuart Feldman is an American computer scientist best known for creating the Unix `make` build automation tool and for his influential work in software engineering and research leadership.
-
C.
Stuart Blumberg
Stuart Blumberg is an American screenwriter, director, and producer best known for his work on character-driven independent films, including the acclaimed drama "The Kids Are All Right."
-
D.
Mark Rosenthal
Mark Rosenthal is an American screenwriter known for co-writing major Hollywood films, including contributing to the story for "Star Trek VI: The Undiscovered Country."
-
E.
Stuart Ullman
Stuart Ullman is a minor character in Stephen King’s horror novel "The Shining," serving as the hotel manager who hires Jack Torrance as the winter caretaker of the Overlook Hotel.
- 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: Stuart Scheftel Triple: [Geraldine Fitzgerald, spouse, Stuart Scheftel]
Generated description
Stuart Scheftel was an American businessman and public figure, notably known as the husband of Irish-American actress Geraldine Fitzgerald.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stuart Scheftel Target entity description: Stuart Scheftel was an American businessman and public figure, notably known as the husband of Irish-American actress Geraldine Fitzgerald.
-
A.
Steven Fierberg
Steven Fierberg is an American cinematographer known for his work on feature films and television series, including the romantic drama "Love & Other Drugs."
-
B.
Stuart Feldman
Stuart Feldman is an American computer scientist best known for creating the Unix `make` build automation tool and for his influential work in software engineering and research leadership.
-
C.
Stuart Blumberg
Stuart Blumberg is an American screenwriter, director, and producer best known for his work on character-driven independent films, including the acclaimed drama "The Kids Are All Right."
-
D.
Mark Rosenthal
Mark Rosenthal is an American screenwriter known for co-writing major Hollywood films, including contributing to the story for "Star Trek VI: The Undiscovered Country."
-
E.
Stuart Ullman
Stuart Ullman is a minor character in Stephen King’s horror novel "The Shining," serving as the hotel manager who hires Jack Torrance as the winter caretaker of the Overlook Hotel.
- 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_69ca82dc8f148190a2c75a98501a7b91 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb783cce5c8190bf116704d2923ade |
completed | March 31, 2026, 7:31 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfdb70fbf881909daefb3162ba803c |
completed | April 3, 2026, 3:23 p.m. |
| NEDg | Description generation | batch_69cfdcc512b4819083c984476157678a |
completed | April 3, 2026, 3:29 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfdd2247a0819098f2aa4afad15aff |
completed | April 3, 2026, 3:30 p.m. |
Created at: March 30, 2026, 5:47 p.m.