Triple
T4947504
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Boyle |
E111086
|
entity |
| Predicate | hasVariant |
P455
|
FINISHED |
| Object |
O'Boyle
O'Boyle is an Irish surname, a variant of Boyle, traditionally associated with Gaelic families from County Donegal and surrounding regions.
|
E480759
|
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: O'Boyle | Statement: [Boyle, hasVariant, O'Boyle]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: O'Boyle Context triple: [Boyle, hasVariant, O'Boyle]
-
A.
O'Herlihy
O'Herlihy is an Irish surname associated with figures in film, television, and the arts.
-
B.
O'Nolan
O'Nolan is an Irish surname, often associated with notable literary and historical figures from Ireland.
-
C.
McGillicuddy
McGillicuddy is an Irish-origin surname best known as the birth name of legendary American baseball manager Connie Mack.
-
D.
Kevin Boyle
Kevin Boyle was a prominent Northern Irish civil rights activist, lawyer, and academic known for his work on human rights and involvement in the civil rights movement.
-
E.
O'Flanagan
O'Flanagan is an Irish surname, a variant of Flanagan, traditionally associated with Gaelic heritage and families originating in Ireland.
- 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: O'Boyle Triple: [Boyle, hasVariant, O'Boyle]
Generated description
O'Boyle is an Irish surname, a variant of Boyle, traditionally associated with Gaelic families from County Donegal and surrounding regions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: O'Boyle Target entity description: O'Boyle is an Irish surname, a variant of Boyle, traditionally associated with Gaelic families from County Donegal and surrounding regions.
-
A.
O'Herlihy
O'Herlihy is an Irish surname associated with figures in film, television, and the arts.
-
B.
O'Nolan
O'Nolan is an Irish surname, often associated with notable literary and historical figures from Ireland.
-
C.
McGillicuddy
McGillicuddy is an Irish-origin surname best known as the birth name of legendary American baseball manager Connie Mack.
-
D.
Kevin Boyle
Kevin Boyle was a prominent Northern Irish civil rights activist, lawyer, and academic known for his work on human rights and involvement in the civil rights movement.
-
E.
O'Flanagan
O'Flanagan is an Irish surname, a variant of Flanagan, traditionally associated with Gaelic heritage and families originating in Ireland.
- 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_69bd441721cc819085c7e33fe0876818 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd70abf8dc819090269d0e1ce9f871 |
completed | March 20, 2026, 4:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be77c873dc81909129644cf929ed5e |
completed | March 21, 2026, 10:49 a.m. |
| NEDg | Description generation | batch_69be78db96e081909eec1b8e287e6ef9 |
completed | March 21, 2026, 10:54 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be7940416881908167cd24b11d8be0 |
completed | March 21, 2026, 10:56 a.m. |
Created at: March 20, 2026, 1:31 p.m.