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.