Triple
T8420037
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mat Ishbia |
E198824
|
entity |
| Predicate | sibling |
P363
|
FINISHED |
| Object |
Justin Ishbia
Justin Ishbia is an American private equity investor and billionaire known as a founding partner of Shore Capital Partners and for his prominent role in business and sports ownership circles.
|
E734136
|
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: Justin Ishbia | Statement: [Mat Ishbia, sibling, Justin Ishbia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Justin Ishbia Context triple: [Mat Ishbia, sibling, Justin Ishbia]
-
A.
Justin O’Brien
Justin O’Brien was an American scholar and translator best known for his influential English translations of Albert Camus’s works, which helped introduce the French existentialist writer to a broad Anglophone audience.
-
B.
Adam Biddle
Adam Biddle is a British cinematographer known for his dynamic, high-energy visual style in action films such as "Crank."
-
C.
Austin Brown
Austin Brown is an American singer-songwriter and producer, and the son of Rebbie Jackson from the Jackson musical family.
-
D.
Isaiah Rogers
Isaiah Rogers was a prominent 19th-century American architect known for pioneering hotel design and contributing major public buildings in the United States.
-
E.
Justin Azevedo
Justin Azevedo is a Canadian professional ice hockey forward known for his high-scoring play in European leagues, particularly in the Kontinental Hockey League (KHL).
- 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: Justin Ishbia Triple: [Mat Ishbia, sibling, Justin Ishbia]
Generated description
Justin Ishbia is an American private equity investor and billionaire known as a founding partner of Shore Capital Partners and for his prominent role in business and sports ownership circles.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Justin Ishbia Target entity description: Justin Ishbia is an American private equity investor and billionaire known as a founding partner of Shore Capital Partners and for his prominent role in business and sports ownership circles.
-
A.
Justin O’Brien
Justin O’Brien was an American scholar and translator best known for his influential English translations of Albert Camus’s works, which helped introduce the French existentialist writer to a broad Anglophone audience.
-
B.
Adam Biddle
Adam Biddle is a British cinematographer known for his dynamic, high-energy visual style in action films such as "Crank."
-
C.
Austin Brown
Austin Brown is an American singer-songwriter and producer, and the son of Rebbie Jackson from the Jackson musical family.
-
D.
Isaiah Rogers
Isaiah Rogers was a prominent 19th-century American architect known for pioneering hotel design and contributing major public buildings in the United States.
-
E.
Justin Azevedo
Justin Azevedo is a Canadian professional ice hockey forward known for his high-scoring play in European leagues, particularly in the Kontinental Hockey League (KHL).
- 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_69ca8312d63c8190bf133b676b44a385 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cb84c941988190884a5c0cbb44bcc2 |
completed | March 31, 2026, 8:24 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce1d469a148190a6f018f758cba5eb |
completed | April 2, 2026, 7:39 a.m. |
| NEDg | Description generation | batch_69ce1e3a269481908ea191ff28ea1313 |
completed | April 2, 2026, 7:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce1ef9fb208190a50b4d8a595f5fdb |
completed | April 2, 2026, 7:47 a.m. |
Created at: March 30, 2026, 6:06 p.m.