Triple
T3398697
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Flanagan |
E71593
|
entity |
| Predicate | hasVariant |
P455
|
FINISHED |
| Object |
O'Flanagan
O'Flanagan is an Irish surname, a variant of Flanagan, traditionally associated with Gaelic heritage and families originating in Ireland.
|
E355091
|
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'Flanagan | Statement: [Flanagan, hasVariant, O'Flanagan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: O'Flanagan Context triple: [Flanagan, hasVariant, O'Flanagan]
-
A.
O’Flaherty
O’Flaherty is the birth surname of American author Kate Chopin, known for her pioneering works of feminist literature in the late 19th century.
-
B.
O'Nolan
O'Nolan is an Irish surname, often associated with notable literary and historical figures from Ireland.
-
C.
Guilfoyle
Guilfoyle is a surname most prominently associated in contemporary American culture with television personality and political figure Kimberly Guilfoyle.
-
D.
O'Cullen
O'Cullen is an Irish surname, a variant of Cullen, typically associated with Gaelic family lineages.
-
E.
McGillicuddy
McGillicuddy is an Irish-origin surname best known as the birth name of legendary American baseball manager Connie Mack.
- 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'Flanagan Triple: [Flanagan, hasVariant, O'Flanagan]
Generated description
O'Flanagan is an Irish surname, a variant of Flanagan, traditionally associated with Gaelic heritage and families originating in Ireland.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: O'Flanagan Target entity description: O'Flanagan is an Irish surname, a variant of Flanagan, traditionally associated with Gaelic heritage and families originating in Ireland.
-
A.
O’Flaherty
O’Flaherty is the birth surname of American author Kate Chopin, known for her pioneering works of feminist literature in the late 19th century.
-
B.
O'Nolan
O'Nolan is an Irish surname, often associated with notable literary and historical figures from Ireland.
-
C.
Guilfoyle
Guilfoyle is a surname most prominently associated in contemporary American culture with television personality and political figure Kimberly Guilfoyle.
-
D.
O'Cullen
O'Cullen is an Irish surname, a variant of Cullen, typically associated with Gaelic family lineages.
-
E.
McGillicuddy
McGillicuddy is an Irish-origin surname best known as the birth name of legendary American baseball manager Connie Mack.
- 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_69ad85aac4808190a092c9cc8911f584 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb8c5816881909f91e6e9b81d29e3 |
completed | March 8, 2026, 5:58 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b34bd01e108190995dcd3cb8ead793 |
completed | March 12, 2026, 11:27 p.m. |
| NEDg | Description generation | batch_69b34e46b2b48190aedee8dabf5285bd |
completed | March 12, 2026, 11:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b34fc0b830819082b50ebd14b6490b |
completed | March 12, 2026, 11:44 p.m. |
Created at: March 8, 2026, 3:14 p.m.