Triple

T4450349
Position Surface form Disambiguated ID Type / Status
Subject Alyssa Milano E97591 entity
Predicate spouse P13 FINISHED
Object David Bugliari
David Bugliari is an American talent agent known for his work at Creative Artists Agency and for being married to actress Alyssa Milano.
E439128 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: David Bugliari | Statement: [Alyssa Milano, spouse, David Bugliari]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: David Bugliari
Context triple: [Alyssa Milano, spouse, David Bugliari]
  • A. Alan Di Fiore
    Alan Di Fiore is a Canadian screenwriter and producer known for his work in film and television, including co-writing the thriller "Money Monster."
  • B. Greg D'Auria
    Greg D'Auria is a film editor known for his work on major Hollywood productions, including the science fiction film "Star Trek Beyond."
  • C. Robert DiNozzi
    Robert DiNozzi is a film producer best known for his work on the thriller movie "Flightplan."
  • D. Richard Baratta
    Richard Baratta is an American film producer and production manager known for his work on major Hollywood features and television projects.
  • E. Michael V. Gazzo
    Michael V. Gazzo was an American actor and playwright best known for his Oscar-nominated performance as Frank Pentangeli in *The Godfather Part II* and for writing the play *A Hatful of Rain*.
  • 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: David Bugliari
Triple: [Alyssa Milano, spouse, David Bugliari]
Generated description
David Bugliari is an American talent agent known for his work at Creative Artists Agency and for being married to actress Alyssa Milano.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: David Bugliari
Target entity description: David Bugliari is an American talent agent known for his work at Creative Artists Agency and for being married to actress Alyssa Milano.
  • A. Alan Di Fiore
    Alan Di Fiore is a Canadian screenwriter and producer known for his work in film and television, including co-writing the thriller "Money Monster."
  • B. Greg D'Auria
    Greg D'Auria is a film editor known for his work on major Hollywood productions, including the science fiction film "Star Trek Beyond."
  • C. Robert DiNozzi
    Robert DiNozzi is a film producer best known for his work on the thriller movie "Flightplan."
  • D. Richard Baratta
    Richard Baratta is an American film producer and production manager known for his work on major Hollywood features and television projects.
  • E. Michael V. Gazzo
    Michael V. Gazzo was an American actor and playwright best known for his Oscar-nominated performance as Frank Pentangeli in *The Godfather Part II* and for writing the play *A Hatful of Rain*.
  • 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_69b3454777808190b78aa9047ba1f018 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b355f2377c8190b0176b4c6776815e completed March 13, 2026, 12:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69b613895488819083140ae9f0ddba5e completed March 15, 2026, 2:03 a.m.
NEDg Description generation batch_69b61464b0dc81909cab007115435b8b completed March 15, 2026, 2:07 a.m.
NED2 Entity disambiguation (via description) batch_69b6151440648190bf8c1c95e20caf13 completed March 15, 2026, 2:10 a.m.
Created at: March 12, 2026, 11:32 p.m.