Triple

T1130476
Position Surface form Disambiguated ID Type / Status
Subject Bono E23018 entity
Predicate spouse P13 FINISHED
Object Ali Hewson
Ali Hewson is an Irish activist and businesswoman known for her humanitarian work and co-founding the ethical fashion brand Edun.
E130275 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: Ali Hewson | Statement: [Bono, spouse, Ali Hewson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ali Hewson
Context triple: [Bono, spouse, Ali Hewson]
  • A. James Connolly
    James Connolly was an American athlete and scholar best known as the first Olympic champion of the modern era, winning the triple jump at the 1896 Summer Olympics in Athens.
  • B. Desmond MacCarthy
    Desmond MacCarthy was a British literary critic and essayist associated with early 20th-century modernist circles and known for his influential journalism and book reviews.
  • C. Roderic O'Conor
    Roderic O'Conor was an Irish post-impressionist painter known for his bold use of color and texture and his association with avant-garde artists in late 19th-century France.
  • D. Eoin O'Duffy
    Eoin O'Duffy was an Irish military and political leader who rose to prominence as a senior IRA commander, later becoming Garda Commissioner and a prominent far-right, pro-fascist figure in 1930s Ireland.
  • E. Cathal Brugha
    Cathal Brugha was an Irish revolutionary leader and politician who played a key role in the struggle for independence, serving as a senior commander in the IRA and later as the first chairman of Dáil Éireann.
  • 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: Ali Hewson
Triple: [Bono, spouse, Ali Hewson]
Generated description
Ali Hewson is an Irish activist and businesswoman known for her humanitarian work and co-founding the ethical fashion brand Edun.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ali Hewson
Target entity description: Ali Hewson is an Irish activist and businesswoman known for her humanitarian work and co-founding the ethical fashion brand Edun.
  • A. James Connolly
    James Connolly was an American athlete and scholar best known as the first Olympic champion of the modern era, winning the triple jump at the 1896 Summer Olympics in Athens.
  • B. Desmond MacCarthy
    Desmond MacCarthy was a British literary critic and essayist associated with early 20th-century modernist circles and known for his influential journalism and book reviews.
  • C. Roderic O'Conor
    Roderic O'Conor was an Irish post-impressionist painter known for his bold use of color and texture and his association with avant-garde artists in late 19th-century France.
  • D. Eoin O'Duffy
    Eoin O'Duffy was an Irish military and political leader who rose to prominence as a senior IRA commander, later becoming Garda Commissioner and a prominent far-right, pro-fascist figure in 1930s Ireland.
  • E. Cathal Brugha
    Cathal Brugha was an Irish revolutionary leader and politician who played a key role in the struggle for independence, serving as a senior commander in the IRA and later as the first chairman of Dáil Éireann.
  • 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_69a493ec75988190b63a11bafaec29b4 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4bbf979108190adad7073c8275dd2 completed March 1, 2026, 10:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac59aa261881908c7ceedf710ee9c8 completed March 7, 2026, 5 p.m.
NEDg Description generation batch_69ac5b0edea081909cc734a11aaf452e completed March 7, 2026, 5:06 p.m.
NED2 Entity disambiguation (via description) batch_69ac5b78810c8190aa1ca58a577b53bf completed March 7, 2026, 5:08 p.m.
Created at: March 1, 2026, 7:44 p.m.