Triple

T23501170
Position Surface form Disambiguated ID Type / Status
Subject Deidre Hall E571846 entity
Predicate spouse P13 FINISHED
Object Michael Dubelko
Michael Dubelko is known as the former husband of American actress Deidre Hall, famed for her long-running role on the soap opera "Days of Our Lives."
E1588672 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: Michael Dubelko | Statement: [Deidre Hall, spouse, Michael Dubelko]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Michael Dubelko
Context triple: [Deidre Hall, spouse, Michael Dubelko]
  • A. Stefan Duscio
    Stefan Duscio is an Australian cinematographer known for his stylish, atmospheric visual work on films such as the 2020 adaptation of The Invisible Man.
  • B. John Miljan
    John Miljan was an American film actor known for his prolific career in early Hollywood, often portraying suave villains and authority figures in silent and sound films.
  • C. William Macko
    William Macko was one of the six people killed in the 1993 World Trade Center bombing in New York City.
  • D. Rene Bitorajac
    Rene Bitorajac is a Croatian actor best known internationally for his role in the Oscar-winning Bosnian war film "No Man's Land."
  • E. Kevin Pavlovic
    Kevin Pavlovic is a film editor known for his work on the animated comedy feature "Sausage Party."
  • 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: Michael Dubelko
Triple: [Deidre Hall, spouse, Michael Dubelko]
Generated description
Michael Dubelko is known as the former husband of American actress Deidre Hall, famed for her long-running role on the soap opera "Days of Our Lives."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Michael Dubelko
Target entity description: Michael Dubelko is known as the former husband of American actress Deidre Hall, famed for her long-running role on the soap opera "Days of Our Lives."
  • A. Stefan Duscio
    Stefan Duscio is an Australian cinematographer known for his stylish, atmospheric visual work on films such as the 2020 adaptation of The Invisible Man.
  • B. John Miljan
    John Miljan was an American film actor known for his prolific career in early Hollywood, often portraying suave villains and authority figures in silent and sound films.
  • C. William Macko
    William Macko was one of the six people killed in the 1993 World Trade Center bombing in New York City.
  • D. Rene Bitorajac
    Rene Bitorajac is a Croatian actor best known internationally for his role in the Oscar-winning Bosnian war film "No Man's Land."
  • E. Kevin Pavlovic
    Kevin Pavlovic is a film editor known for his work on the animated comedy feature "Sausage Party."
  • 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_69e245b4829881909b77a70e942bbd54 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f1a8fc37908190af86a01ab85737d6 completed April 29, 2026, 6:45 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c8275e2bc8190a908d41a9824f2f8 completed May 19, 2026, 3:32 p.m.
NEDg Description generation batch_6a0ca6f229308190bf72b52fd44144d3 completed May 19, 2026, 6:07 p.m.
NED2 Entity disambiguation (via description) batch_6a0ca7e9e9988190ac3bedb9ecb8ce06 completed May 19, 2026, 6:11 p.m.
Created at: April 17, 2026, 6:06 p.m.