Triple

T14065379
Position Surface form Disambiguated ID Type / Status
Subject Kyle Bornheimer E338455 entity
Predicate notableWork P4 FINISHED
Object Family Tools
Family Tools is an American television sitcom that follows a well-meaning but inept man who takes over his father's handyman business, known for starring actor Kyle Bornheimer.
 E1077258 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: Family Tools | Statement: [Kyle Bornheimer, notableWork, Family Tools]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Family Tools
Context triple: [Kyle Bornheimer, notableWork, Family Tools]
  • A. Home family
    The Home family is a prominent Scottish aristocratic lineage historically associated with the Borders region and titles such as the Earls of Home.
  • B. Family Nest
    Family Nest is a 1979 Hungarian drama film directed by Béla Tarr that portrays the claustrophobic tensions of a young couple forced to live with extended family in a cramped apartment.
  • C. Family
    "Family" is a studio album by American country singer LeAnn Rimes that explores personal themes through a blend of country and pop music.
  • D. Family
    Family is a 1970s–1980s American television drama series that follows the lives and relationships of the middle-class Lawrence family.
  • E. Family Credit
    Family Credit was a UK social security benefit that provided financial support to low-income working families with children.
  • 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: Family Tools
Triple: [Kyle Bornheimer, notableWork, Family Tools]
Generated description
Family Tools is an American television sitcom that follows a well-meaning but inept man who takes over his father's handyman business, known for starring actor Kyle Bornheimer.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Family Tools
Target entity description: Family Tools is an American television sitcom that follows a well-meaning but inept man who takes over his father's handyman business, known for starring actor Kyle Bornheimer.
  • A. Home family
    The Home family is a prominent Scottish aristocratic lineage historically associated with the Borders region and titles such as the Earls of Home.
  • B. Family Nest
    Family Nest is a 1979 Hungarian drama film directed by Béla Tarr that portrays the claustrophobic tensions of a young couple forced to live with extended family in a cramped apartment.
  • C. Family
    "Family" is a studio album by American country singer LeAnn Rimes that explores personal themes through a blend of country and pop music.
  • D. Family
    Family is a 1970s–1980s American television drama series that follows the lives and relationships of the middle-class Lawrence family.
  • E. Family Credit
    Family Credit was a UK social security benefit that provided financial support to low-income working families with children.
  • 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_69d81c67ba6c819091935650dfb3b895 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de5689c7f48190a47ca94eaa8a9ef9 completed April 14, 2026, 3 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcb669111081909ccd167f41571a00 completed May 7, 2026, 3:57 p.m.
NEDg Description generation batch_69fcc17d16008190bfec11ba0c229aae completed May 7, 2026, 4:44 p.m.
NED2 Entity disambiguation (via description) batch_69fcc1fe9bb0819098aa2655330569cb completed May 7, 2026, 4:46 p.m.
Created at: April 9, 2026, 10:21 p.m.