Triple

T11520167
Position Surface form Disambiguated ID Type / Status
Subject Liz Truss E273139 entity
Predicate spouse P13 FINISHED
Object Hugh O'Leary
Hugh O'Leary is a British accountant best known as the husband of former UK Prime Minister Liz Truss.
 E929969 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: Hugh O'Leary | Statement: [Liz Truss, spouse, Hugh O'Leary]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hugh O'Leary
Context triple: [Liz Truss, spouse, Hugh O'Leary]
  • A. William O’Leary
    William O’Leary is an American actor best known for his role as Marty Taylor on the television sitcom "Home Improvement."
  • B. Henry O'Neill
    Henry O'Neill was an American character actor known for his numerous supporting roles in Hollywood films of the 1930s and 1940s.
  • C. William McGlaughlin
    William McGlaughlin is an American conductor, composer, and radio host best known for his work with major orchestras and his long-running classical music radio programs such as "Exploring Music."
  • D. John O’Mahony
    John O’Mahony is a music producer and mixing engineer known for his work on major rock and pop records, including projects by bands like Matchbox Twenty and Coldplay.
  • E. Hugh O’Connor
    Hugh O’Connor was an American actor best known for his role as Officer Lonnie Jamison on the television series "In the Heat of the Night" and as the adopted son of actor Carroll O’Connor.
  • 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: Hugh O'Leary
Triple: [Liz Truss, spouse, Hugh O'Leary]
Generated description
Hugh O'Leary is a British accountant best known as the husband of former UK Prime Minister Liz Truss.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hugh O'Leary
Target entity description: Hugh O'Leary is a British accountant best known as the husband of former UK Prime Minister Liz Truss.
  • A. William O’Leary
    William O’Leary is an American actor best known for his role as Marty Taylor on the television sitcom "Home Improvement."
  • B. Henry O'Neill
    Henry O'Neill was an American character actor known for his numerous supporting roles in Hollywood films of the 1930s and 1940s.
  • C. William McGlaughlin
    William McGlaughlin is an American conductor, composer, and radio host best known for his work with major orchestras and his long-running classical music radio programs such as "Exploring Music."
  • D. John O’Mahony
    John O’Mahony is a music producer and mixing engineer known for his work on major rock and pop records, including projects by bands like Matchbox Twenty and Coldplay.
  • E. Hugh O’Connor
    Hugh O’Connor was an American actor best known for his role as Officer Lonnie Jamison on the television series "In the Heat of the Night" and as the adopted son of actor Carroll O’Connor.
  • 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_69d6aae2c3748190bed2ea50dfb160dc completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d87fcf927081908ef89eff7ad833b0 completed April 10, 2026, 4:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69e62540ff4c81909206db0344842c3b completed April 20, 2026, 1:08 p.m.
NEDg Description generation batch_69e62cf5b9988190bc1935993f0111f7 completed April 20, 2026, 1:41 p.m.
NED2 Entity disambiguation (via description) batch_69e66433ddb48190994bb1160b0ff732 completed April 20, 2026, 5:36 p.m.
Created at: April 8, 2026, 9:36 p.m.