Triple
T4102387
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Balfe |
E87969
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Seán Balfe
Seán Balfe is an individual notable enough to be recognized as a bearer of the surname Balfe, though specific widely known biographical details about him are not clearly established.
|
E413790
|
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: Seán Balfe | Statement: [Balfe, hasNotableBearer, Seán Balfe]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Seán Balfe Context triple: [Balfe, hasNotableBearer, Seán Balfe]
-
A.
Michael Ball
Michael Ball is a British singer, actor, and radio and television presenter best known for his work in musical theatre and his successful recording career.
-
B.
Neil McEvoy
Neil McEvoy is a Canadian football executive best known for serving in senior football operations and personnel roles, including general manager, with the BC Lions of the Canadian Football League.
-
C.
Daniel Neeson
Daniel Neeson is the son of acclaimed Irish actor Liam Neeson and his late wife, actress Natasha Richardson.
-
D.
Dermot Crowley
Dermot Crowley is an Irish actor best known for his role as DSU Martin Schenk in the British crime drama series "Luther."
-
E.
Eric O'Grady
Eric O'Grady is a morally dubious S.H.I.E.L.D. agent who becomes the third Ant-Man in Marvel Comics, known for using the shrinking technology for selfish and often comedic purposes.
- 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: Seán Balfe Triple: [Balfe, hasNotableBearer, Seán Balfe]
Generated description
Seán Balfe is an individual notable enough to be recognized as a bearer of the surname Balfe, though specific widely known biographical details about him are not clearly established.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Seán Balfe Target entity description: Seán Balfe is an individual notable enough to be recognized as a bearer of the surname Balfe, though specific widely known biographical details about him are not clearly established.
-
A.
Michael Ball
Michael Ball is a British singer, actor, and radio and television presenter best known for his work in musical theatre and his successful recording career.
-
B.
Neil McEvoy
Neil McEvoy is a Canadian football executive best known for serving in senior football operations and personnel roles, including general manager, with the BC Lions of the Canadian Football League.
-
C.
Daniel Neeson
Daniel Neeson is the son of acclaimed Irish actor Liam Neeson and his late wife, actress Natasha Richardson.
-
D.
Dermot Crowley
Dermot Crowley is an Irish actor best known for his role as DSU Martin Schenk in the British crime drama series "Luther."
-
E.
Eric O'Grady
Eric O'Grady is a morally dubious S.H.I.E.L.D. agent who becomes the third Ant-Man in Marvel Comics, known for using the shrinking technology for selfish and often comedic purposes.
- 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_69aed94564cc8190a9c1457daedb6e7f |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefd1012208190ab0980c661d6bc41 |
completed | March 9, 2026, 5:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b56b7a917c8190914a5ffe1297fdc8 |
completed | March 14, 2026, 2:06 p.m. |
| NEDg | Description generation | batch_69b56cbf12348190836f79e509468a3d |
completed | March 14, 2026, 2:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b570aef9008190bf8ef2deb00178ae |
completed | March 14, 2026, 2:29 p.m. |
Created at: March 9, 2026, 3:40 p.m.