Triple

T14833323
Position Surface form Disambiguated ID Type / Status
Subject Justine Bateman E348762 entity
Predicate spouse P13 FINISHED
Object Mark Fluent
Mark Fluent is an American real estate executive best known as the husband of actress and filmmaker Justine Bateman.
E1121705 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: Mark Fluent | Statement: [Justine Bateman, spouse, Mark Fluent]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mark Fluent
Context triple: [Justine Bateman, spouse, Mark Fluent]
  • A. Alex Flanagan
    Alex Flanagan is an American sportscaster and sideline reporter known for her work covering major NFL games and other high-profile sporting events on national television.
  • B. Josh Flitter
    Josh Flitter is an American actor and voice actor known for his roles in family films and animated features during the 2000s.
  • C. Evan Sharp
    Evan Sharp is an American designer and entrepreneur best known as a co-founder and former Chief Creative Officer of the visual discovery platform Pinterest.
  • D. Dryden Kuser
    Dryden Kuser was an American financier and member of a prominent New Jersey political and social family, known in part for his brief early marriage to philanthropist Brooke Astor.
  • E. Adam Flayman
    Adam Flayman is a character from the animated film "Bee Movie," known as Barry B. Benson’s best friend and a more cautious, rule-abiding bee.
  • 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: Mark Fluent
Triple: [Justine Bateman, spouse, Mark Fluent]
Generated description
Mark Fluent is an American real estate executive best known as the husband of actress and filmmaker Justine Bateman.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mark Fluent
Target entity description: Mark Fluent is an American real estate executive best known as the husband of actress and filmmaker Justine Bateman.
  • A. Alex Flanagan
    Alex Flanagan is an American sportscaster and sideline reporter known for her work covering major NFL games and other high-profile sporting events on national television.
  • B. Josh Flitter
    Josh Flitter is an American actor and voice actor known for his roles in family films and animated features during the 2000s.
  • C. Evan Sharp
    Evan Sharp is an American designer and entrepreneur best known as a co-founder and former Chief Creative Officer of the visual discovery platform Pinterest.
  • D. Dryden Kuser
    Dryden Kuser was an American financier and member of a prominent New Jersey political and social family, known in part for his brief early marriage to philanthropist Brooke Astor.
  • E. Adam Flayman
    Adam Flayman is a character from the animated film "Bee Movie," known as Barry B. Benson’s best friend and a more cautious, rule-abiding bee.
  • 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_69d822ec69008190a9232caa68836872 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69ded075af0881908fb35a9e7ee46749 completed April 14, 2026, 11:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe38a393988190837fdca148f4058c completed May 8, 2026, 7:25 p.m.
NEDg Description generation batch_69fe3bcd4a588190990ab1f371373bfb completed May 8, 2026, 7:38 p.m.
NED2 Entity disambiguation (via description) batch_69fe3c9ee6e48190b5d6532804bfc15b completed May 8, 2026, 7:42 p.m.
Created at: April 10, 2026, 1:52 a.m.