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.