Triple
T7691467
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Michael D. Higgins |
E174255
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Sabina Higgins
Sabina Higgins is an Irish actress, political activist, and public figure, best known as the wife of Irish President Michael D. Higgins and for her long-standing involvement in social and cultural causes.
|
E687360
|
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: Sabina Higgins | Statement: [Michael D. Higgins, spouse, Sabina Higgins]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sabina Higgins Context triple: [Michael D. Higgins, spouse, Sabina Higgins]
-
A.
Catherine Leahy
Catherine Leahy is a notable individual who shares the surname Leahy, recognized enough to be specifically cited as a bearer of the name.
-
B.
Elaine Cassidy
Elaine Cassidy is an Irish actress known for her versatile performances in film and television, including prominent roles in works such as "The Others," "Disco Pigs," and various British and Irish dramas.
-
C.
Sandra McGuigan
Sandra McGuigan is best known as the wife of former world featherweight boxing champion Barry McGuigan.
-
D.
Deirdre Blake
Deirdre Blake is a fictional character appearing in the play "The Humans" by Stephen Karam.
-
E.
Catherine Callaghan
Catherine Callaghan was a linguist known for her influential work on Native American languages, particularly her research on and classification of the Utian language family.
- 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: Sabina Higgins Triple: [Michael D. Higgins, spouse, Sabina Higgins]
Generated description
Sabina Higgins is an Irish actress, political activist, and public figure, best known as the wife of Irish President Michael D. Higgins and for her long-standing involvement in social and cultural causes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sabina Higgins Target entity description: Sabina Higgins is an Irish actress, political activist, and public figure, best known as the wife of Irish President Michael D. Higgins and for her long-standing involvement in social and cultural causes.
-
A.
Catherine Leahy
Catherine Leahy is a notable individual who shares the surname Leahy, recognized enough to be specifically cited as a bearer of the name.
-
B.
Elaine Cassidy
Elaine Cassidy is an Irish actress known for her versatile performances in film and television, including prominent roles in works such as "The Others," "Disco Pigs," and various British and Irish dramas.
-
C.
Sandra McGuigan
Sandra McGuigan is best known as the wife of former world featherweight boxing champion Barry McGuigan.
-
D.
Deirdre Blake
Deirdre Blake is a fictional character appearing in the play "The Humans" by Stephen Karam.
-
E.
Catherine Callaghan
Catherine Callaghan was a linguist known for her influential work on Native American languages, particularly her research on and classification of the Utian language family.
- 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_69c6995966348190939e6c37ba272c06 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c702433fc481908c332bba30de9a11 |
completed | March 27, 2026, 10:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8c7b8b1fc8190a3c81c0ee018bb97 |
completed | March 29, 2026, 6:33 a.m. |
| NEDg | Description generation | batch_69c8c8fec84c8190a18b20fe614b4a60 |
completed | March 29, 2026, 6:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8c96f603c8190af51b36b24a7f1c5 |
completed | March 29, 2026, 6:40 a.m. |
Created at: March 27, 2026, 4:02 p.m.