Triple
T17524060
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tyler Hubbard |
E426749
|
entity |
| Predicate | hasChild |
P369
|
FINISHED |
| Object |
Luca Reed Hubbard
Luca Reed Hubbard is the son of American country music singer and Florida Georgia Line member Tyler Hubbard.
|
E1274506
|
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: Luca Reed Hubbard | Statement: [Tyler Hubbard, hasChild, Luca Reed Hubbard]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Luca Reed Hubbard Context triple: [Tyler Hubbard, hasChild, Luca Reed Hubbard]
-
A.
Matthew Hull
Matthew Hull is a notable individual who shares the surname Hull, though specific widely recognized details about his life or achievements are not clearly established from the given information.
-
B.
Robert Talbot
Robert Talbot is a fictional character in the 1961 romantic comedy film "Come September," portrayed by Rock Hudson as a wealthy American businessman who spends his summers at his Italian villa.
-
C.
Scott Huff
Scott Huff is a television producer best known for his executive production work on the historical drama series "The Spanish Princess."
-
D.
Andrew Watts
Andrew Watts is a British countertenor known for his performances in contemporary opera and concert repertoire.
-
E.
Julian Gallagher
Julian Gallagher is a British record producer and songwriter known for his work with prominent pop and rock artists in the late 1990s and 2000s.
- 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: Luca Reed Hubbard Triple: [Tyler Hubbard, hasChild, Luca Reed Hubbard]
Generated description
Luca Reed Hubbard is the son of American country music singer and Florida Georgia Line member Tyler Hubbard.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Luca Reed Hubbard Target entity description: Luca Reed Hubbard is the son of American country music singer and Florida Georgia Line member Tyler Hubbard.
-
A.
Matthew Hull
Matthew Hull is a notable individual who shares the surname Hull, though specific widely recognized details about his life or achievements are not clearly established from the given information.
-
B.
Robert Talbot
Robert Talbot is a fictional character in the 1961 romantic comedy film "Come September," portrayed by Rock Hudson as a wealthy American businessman who spends his summers at his Italian villa.
-
C.
Scott Huff
Scott Huff is a television producer best known for his executive production work on the historical drama series "The Spanish Princess."
-
D.
Andrew Watts
Andrew Watts is a British countertenor known for his performances in contemporary opera and concert repertoire.
-
E.
Julian Gallagher
Julian Gallagher is a British record producer and songwriter known for his work with prominent pop and rock artists in the late 1990s and 2000s.
- 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_69d889de677081909b22d2657b1f0292 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e452d4db60819096a03dbc4254850f |
completed | April 19, 2026, 3:58 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01c9452ab08190a0539964b1b90f86 |
completed | May 11, 2026, 12:19 p.m. |
| NEDg | Description generation | batch_6a01cabea2b48190a690b17a88d45b40 |
completed | May 11, 2026, 12:25 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a01cefa08f8819086cb86ce22193baa |
completed | May 11, 2026, 12:43 p.m. |
Created at: April 10, 2026, 5:49 a.m.