Triple
T9967036
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John Turturro |
E195708
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Katherine Borowitz
Katherine Borowitz is an American actress known for her work in film and television and for her long-time marriage to actor and filmmaker John Turturro.
|
E832128
|
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: Katherine Borowitz | Statement: [John Turturro, spouse, Katherine Borowitz]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Katherine Borowitz Context triple: [John Turturro, spouse, Katherine Borowitz]
-
A.
Jodi Kantor
Jodi Kantor is an American investigative journalist for The New York Times, best known for her reporting on workplace culture and the #MeToo movement, including the Harvey Weinstein investigation.
-
B.
Amy Brookheimer
Amy Brookheimer is a fiercely ambitious and hyper-competent political operative who serves as Selina Meyer’s closest aide and strategist in the television series "Veep."
-
C.
Susan Borowitz
Susan Borowitz is an American television writer and producer best known for co-creating the hit 1990s sitcom "The Fresh Prince of Bel-Air."
-
D.
Hannah Rosenthal
Hannah Rosenthal is an American diplomat and former U.S. Special Envoy to Monitor and Combat Anti-Semitism, known for her work in human rights and Jewish community leadership.
-
E.
Margaret Warner
Margaret Warner was a benefactor and namesake whose contributions to education led to the University of Rochester’s Warner School of Education bearing her name.
- 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: Katherine Borowitz Triple: [John Turturro, spouse, Katherine Borowitz]
Generated description
Katherine Borowitz is an American actress known for her work in film and television and for her long-time marriage to actor and filmmaker John Turturro.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Katherine Borowitz Target entity description: Katherine Borowitz is an American actress known for her work in film and television and for her long-time marriage to actor and filmmaker John Turturro.
-
A.
Jodi Kantor
Jodi Kantor is an American investigative journalist for The New York Times, best known for her reporting on workplace culture and the #MeToo movement, including the Harvey Weinstein investigation.
-
B.
Amy Brookheimer
Amy Brookheimer is a fiercely ambitious and hyper-competent political operative who serves as Selina Meyer’s closest aide and strategist in the television series "Veep."
-
C.
Susan Borowitz
Susan Borowitz is an American television writer and producer best known for co-creating the hit 1990s sitcom "The Fresh Prince of Bel-Air."
-
D.
Hannah Rosenthal
Hannah Rosenthal is an American diplomat and former U.S. Special Envoy to Monitor and Combat Anti-Semitism, known for her work in human rights and Jewish community leadership.
-
E.
Margaret Warner
Margaret Warner was a benefactor and namesake whose contributions to education led to the University of Rochester’s Warner School of Education bearing her name.
- 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_69ca82ebd1288190912f9e4482d1fa35 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cdb71dc50081909329722dc087c9f6 |
completed | April 2, 2026, 12:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d23dad53ac819097c4b687d49bd790 |
completed | April 5, 2026, 10:47 a.m. |
| NEDg | Description generation | batch_69d23eb2971c8190bcdbc31b4ef19816 |
completed | April 5, 2026, 10:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d240d7b7e881909183d7c33bd8cb5b |
completed | April 5, 2026, 11 a.m. |
Created at: March 30, 2026, 8:47 p.m.