Triple
T11818081
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Randy Ambrosie |
E281053
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object |
MacKenzie Financial
MacKenzie Financial is a Canadian investment management firm known for offering mutual funds and other wealth management products to individual and institutional investors.
|
E948155
|
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: MacKenzie Financial | Statement: [Randy Ambrosie, employer, MacKenzie Financial]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: MacKenzie Financial Context triple: [Randy Ambrosie, employer, MacKenzie Financial]
-
A.
Western Capital
Western Capital is a historical Chinese city name traditionally used to designate a western seat of imperial power, most famously associated with ancient Chang'an (modern Xi'an).
-
B.
Rock Financial
Rock Financial is a mortgage lending company that later evolved into Quicken Loans (now Rocket Mortgage), a major U.S. online home loan provider.
-
C.
The McLaughlin Group
The McLaughlin Group was a long-running American public affairs television roundtable known for its combative, fast-paced political commentary and panel debates moderated by John McLaughlin.
-
D.
Scotia Capital
Scotia Capital is the investment banking and capital markets arm of Scotiabank, providing services such as underwriting, advisory, and trading to corporate, institutional, and government clients.
-
E.
Principal Financial Group
Principal Financial Group is a global financial services company offering retirement, insurance, and asset management solutions to individuals and businesses.
- 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: MacKenzie Financial Triple: [Randy Ambrosie, employer, MacKenzie Financial]
Generated description
MacKenzie Financial is a Canadian investment management firm known for offering mutual funds and other wealth management products to individual and institutional investors.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: MacKenzie Financial Target entity description: MacKenzie Financial is a Canadian investment management firm known for offering mutual funds and other wealth management products to individual and institutional investors.
-
A.
Western Capital
Western Capital is a historical Chinese city name traditionally used to designate a western seat of imperial power, most famously associated with ancient Chang'an (modern Xi'an).
-
B.
Rock Financial
Rock Financial is a mortgage lending company that later evolved into Quicken Loans (now Rocket Mortgage), a major U.S. online home loan provider.
-
C.
The McLaughlin Group
The McLaughlin Group was a long-running American public affairs television roundtable known for its combative, fast-paced political commentary and panel debates moderated by John McLaughlin.
-
D.
Scotia Capital
Scotia Capital is the investment banking and capital markets arm of Scotiabank, providing services such as underwriting, advisory, and trading to corporate, institutional, and government clients.
-
E.
Principal Financial Group
Principal Financial Group is a global financial services company offering retirement, insurance, and asset management solutions to individuals and businesses.
- 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_69d6ab26aae88190b2489efcb2a24234 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d8a5e760988190b50d13bba5ef5b43 |
completed | April 10, 2026, 7:25 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f131cbf9708190ba8394fb3508b975 |
completed | April 28, 2026, 10:16 p.m. |
| NEDg | Description generation | batch_69f14e8a1b788190a1704d6e102342e3 |
completed | April 29, 2026, 12:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f15715a1588190ba0ec21647adc57c |
completed | April 29, 2026, 12:55 a.m. |
Created at: April 8, 2026, 9:42 p.m.