Triple

T15995778
Position Surface form Disambiguated ID Type / Status
Subject Seán Lemass E387960 entity
Predicate spouse P13 FINISHED
Object Kathleen Hughes — NE NERFINISHED

How this triple was built (3 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: Kathleen Hughes | Statement: [Seán Lemass, spouse, Kathleen Hughes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kathleen Hughes
Context triple: [Seán Lemass, spouse, Kathleen Hughes]
  • A. Cathy Hughes
    Cathy Hughes is an American entrepreneur, radio and television personality, and media executive best known as the founder of the media company Urban One (formerly Radio One), a leading Black-owned media conglomerate in the United States.
  • B. Kathleen Treado
    Kathleen Treado is the longtime wife of actor Jeff Daniels, known for her low-profile life and support of his career and their shared community and theater work in Michigan.
  • C. Laura Hughes
    Laura Hughes is known as the sister of American Olympic figure skater Sarah Hughes.
  • D. Karin Gist
    Karin Gist is an American television writer and producer known for her work on series such as "Girlfriends," "Grey's Anatomy," and "Star," as well as co-writing the Disney Channel film "Camp Rock."
  • E. Kathleen Lloyd
    Kathleen Lloyd is an American actress best known for her film and television work in the 1970s and 1980s, including prominent roles in Westerns and crime dramas.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kathleen Hughes
Target entity description: Kathleen Hughes was the wife of Seán Lemass, a prominent Irish politician and long-serving Taoiseach.
  • A. Cathy Hughes
    Cathy Hughes is an American entrepreneur, radio and television personality, and media executive best known as the founder of the media company Urban One (formerly Radio One), a leading Black-owned media conglomerate in the United States.
  • B. Kathleen Treado
    Kathleen Treado is the longtime wife of actor Jeff Daniels, known for her low-profile life and support of his career and their shared community and theater work in Michigan.
  • C. Laura Hughes
    Laura Hughes is known as the sister of American Olympic figure skater Sarah Hughes.
  • D. Karin Gist
    Karin Gist is an American television writer and producer known for her work on series such as "Girlfriends," "Grey's Anatomy," and "Star," as well as co-writing the Disney Channel film "Camp Rock."
  • E. Kathleen Lloyd
    Kathleen Lloyd is an American actress best known for her film and television work in the 1970s and 1980s, including prominent roles in Westerns and crime dramas.
  • F. None of above. chosen

Provenance (2 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_69d86daa562c81908aacc179c0fe8fb5 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e1578709608190bae7bafa59280849 completed April 16, 2026, 9:41 p.m.
Created at: April 10, 2026, 4:55 a.m.