Triple
T6825310
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Rick Snyder |
E156999
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object |
Arbor Partners
Arbor Partners is a private equity and venture capital investment firm co-founded and led by businessman and former Michigan governor Rick Snyder.
|
E621572
|
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: Arbor Partners | Statement: [Rick Snyder, employer, Arbor Partners]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arbor Partners Context triple: [Rick Snyder, employer, Arbor Partners]
-
A.
Sycamore Partners
Sycamore Partners is a private equity firm known for acquiring and restructuring retail and consumer brands in the United States.
-
B.
Indigo Partners
Indigo Partners is a private equity firm known for investing in and developing low-cost airlines around the world.
-
C.
Miller Partnership
Miller Partnership is an architectural firm known for designing sports venues such as Keepmoat Stadium in Doncaster, England.
-
D.
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.
-
E.
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.
- 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: Arbor Partners Triple: [Rick Snyder, employer, Arbor Partners]
Generated description
Arbor Partners is a private equity and venture capital investment firm co-founded and led by businessman and former Michigan governor Rick Snyder.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Arbor Partners Target entity description: Arbor Partners is a private equity and venture capital investment firm co-founded and led by businessman and former Michigan governor Rick Snyder.
-
A.
Sycamore Partners
Sycamore Partners is a private equity firm known for acquiring and restructuring retail and consumer brands in the United States.
-
B.
Indigo Partners
Indigo Partners is a private equity firm known for investing in and developing low-cost airlines around the world.
-
C.
Miller Partnership
Miller Partnership is an architectural firm known for designing sports venues such as Keepmoat Stadium in Doncaster, England.
-
D.
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.
-
E.
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.
- 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_69c6882a5b5c8190917a7db9ed36bad1 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d581ea5881908ba78c6bf1ce58ee |
completed | March 27, 2026, 7:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c723f12a148190adbb05782a2041b6 |
completed | March 28, 2026, 12:42 a.m. |
| NEDg | Description generation | batch_69c7251ec97c819094fb2a73ac1d1d0e |
completed | March 28, 2026, 12:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c725d04d988190a4a6a1c73056cfd7 |
completed | March 28, 2026, 12:50 a.m. |
Created at: March 27, 2026, 2:18 p.m.