Triple
T5997472
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Inspire Brands |
E133508
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Roark Capital Group
Roark Capital Group is a private equity firm known for investing in and building large multi-brand restaurant and consumer service companies.
|
E560788
|
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: Roark Capital Group | Statement: [Inspire Brands, foundedBy, Roark Capital Group]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Roark Capital Group Context triple: [Inspire Brands, foundedBy, Roark Capital Group]
-
A.
RedBird Capital Partners
RedBird Capital Partners is a private investment firm known for its significant stakes in major sports, media, and entertainment properties.
-
B.
Newmarket Capital Group
Newmarket Capital Group is an independent film financing and production company known for backing critically acclaimed and unconventional movies.
-
C.
Terra Firma Capital Partners
Terra Firma Capital Partners is a UK-based private equity firm known for high-profile leveraged buyouts across sectors including music, real estate, and infrastructure.
-
D.
Sycamore Partners
Sycamore Partners is a private equity firm known for acquiring and restructuring retail and consumer brands in the United States.
-
E.
Fortress Investment Group
Fortress Investment Group is a global investment management firm known for its private equity, credit, and real estate strategies.
- 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: Roark Capital Group Triple: [Inspire Brands, foundedBy, Roark Capital Group]
Generated description
Roark Capital Group is a private equity firm known for investing in and building large multi-brand restaurant and consumer service companies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Roark Capital Group Target entity description: Roark Capital Group is a private equity firm known for investing in and building large multi-brand restaurant and consumer service companies.
-
A.
RedBird Capital Partners
RedBird Capital Partners is a private investment firm known for its significant stakes in major sports, media, and entertainment properties.
-
B.
Newmarket Capital Group
Newmarket Capital Group is an independent film financing and production company known for backing critically acclaimed and unconventional movies.
-
C.
Terra Firma Capital Partners
Terra Firma Capital Partners is a UK-based private equity firm known for high-profile leveraged buyouts across sectors including music, real estate, and infrastructure.
-
D.
Sycamore Partners
Sycamore Partners is a private equity firm known for acquiring and restructuring retail and consumer brands in the United States.
-
E.
Fortress Investment Group
Fortress Investment Group is a global investment management firm known for its private equity, credit, and real estate strategies.
- 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_69c00870ddbc81909880fa3864f4f38d |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c04ee274e08190b6478c7ae318ae48 |
completed | March 22, 2026, 8:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c10876d4d0819083ac7431c8abaedd |
completed | March 23, 2026, 9:31 a.m. |
| NEDg | Description generation | batch_69c10987f5588190ac9305b84d8916a7 |
completed | March 23, 2026, 9:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c10afbee8081909cf516ae7cda7ccf |
completed | March 23, 2026, 9:42 a.m. |
Created at: March 22, 2026, 4:05 p.m.