Triple
T5163839
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hurley |
E116500
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Les Hurley
Les Hurley is an individual notable enough to be recognized as a prominent bearer of the surname Hurley, though specific widely known biographical details about him are not clearly documented.
|
E499953
|
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: Les Hurley | Statement: [Hurley, hasNotableBearer, Les Hurley]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Les Hurley Context triple: [Hurley, hasNotableBearer, Les Hurley]
-
A.
Sean O’Brien
Sean O’Brien is an American labor leader who serves as the president of the International Brotherhood of Teamsters and a prominent figure in contemporary union organizing.
-
B.
Lois O’Connor
Lois O’Connor was the wife of acclaimed American stage and film actor Jason Robards.
-
C.
Pat McFadden
Pat McFadden is a British Labour politician who has served as a Member of Parliament and held several senior government and shadow cabinet roles.
-
D.
Blake Ahearn
Blake Ahearn is an American former professional basketball player and renowned free-throw specialist who has also worked as a coach in the NBA and G League.
-
E.
Day O’Connor
Day O’Connor is the family name of Sandra Day O’Connor, the first woman to serve as a Justice on the United States Supreme Court.
- 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: Les Hurley Triple: [Hurley, hasNotableBearer, Les Hurley]
Generated description
Les Hurley is an individual notable enough to be recognized as a prominent bearer of the surname Hurley, though specific widely known biographical details about him are not clearly documented.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Les Hurley Target entity description: Les Hurley is an individual notable enough to be recognized as a prominent bearer of the surname Hurley, though specific widely known biographical details about him are not clearly documented.
-
A.
Sean O’Brien
Sean O’Brien is an American labor leader who serves as the president of the International Brotherhood of Teamsters and a prominent figure in contemporary union organizing.
-
B.
Lois O’Connor
Lois O’Connor was the wife of acclaimed American stage and film actor Jason Robards.
-
C.
Pat McFadden
Pat McFadden is a British Labour politician who has served as a Member of Parliament and held several senior government and shadow cabinet roles.
-
D.
Blake Ahearn
Blake Ahearn is an American former professional basketball player and renowned free-throw specialist who has also worked as a coach in the NBA and G League.
-
E.
Day O’Connor
Day O’Connor is the family name of Sandra Day O’Connor, the first woman to serve as a Justice on the United States Supreme Court.
- 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_69bd445edb3881909b93b34d260717fc |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd7927a348819082ad531955cdf30d |
completed | March 20, 2026, 4:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bed933abd88190981cb16189685b8f |
completed | March 21, 2026, 5:45 p.m. |
| NEDg | Description generation | batch_69beda793fbc819098386f6d7633df95 |
completed | March 21, 2026, 5:50 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bedadb77dc81909604133f25977f35 |
completed | March 21, 2026, 5:52 p.m. |
Created at: March 20, 2026, 1:44 p.m.