Triple
T8499656
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Raymond James Financial |
E201182
|
entity |
| Predicate | hasDivision |
P35
|
FINISHED |
| Object |
Raymond James Ltd.
Raymond James Ltd. is the Canadian brokerage and investment dealer arm of Raymond James Financial, providing wealth management, capital markets, and financial advisory services across Canada.
|
E740525
|
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: Raymond James Ltd. | Statement: [Raymond James Financial, hasDivision, Raymond James Ltd.]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Raymond James Ltd. Context triple: [Raymond James Financial, hasDivision, Raymond James Ltd.]
-
A.
Raymond James Financial
Raymond James Financial is a diversified American financial services firm providing investment banking, asset management, and brokerage services to individuals and institutions.
-
B.
Raymond James & Associates
Raymond James & Associates is a major U.S.-based broker-dealer and investment advisory firm that serves as the primary retail and institutional securities arm of Raymond James Financial.
-
C.
Amerant Bank
Amerant Bank is a U.S.-based community bank that provides personal and commercial banking services, primarily serving customers in Florida and Texas.
-
D.
EverBank
EverBank is a U.S.-based financial institution best known for its banking and lending services and for holding naming rights to major sports venues.
-
E.
Barron Collier Companies
Barron Collier Companies is a diversified, family-owned real estate and land development firm based in Southwest Florida, known for master-planned communities, commercial projects, and extensive agricultural and land holdings.
- 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: Raymond James Ltd. Triple: [Raymond James Financial, hasDivision, Raymond James Ltd.]
Generated description
Raymond James Ltd. is the Canadian brokerage and investment dealer arm of Raymond James Financial, providing wealth management, capital markets, and financial advisory services across Canada.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Raymond James Ltd. Target entity description: Raymond James Ltd. is the Canadian brokerage and investment dealer arm of Raymond James Financial, providing wealth management, capital markets, and financial advisory services across Canada.
-
A.
Raymond James Financial
Raymond James Financial is a diversified American financial services firm providing investment banking, asset management, and brokerage services to individuals and institutions.
-
B.
Raymond James & Associates
Raymond James & Associates is a major U.S.-based broker-dealer and investment advisory firm that serves as the primary retail and institutional securities arm of Raymond James Financial.
-
C.
Amerant Bank
Amerant Bank is a U.S.-based community bank that provides personal and commercial banking services, primarily serving customers in Florida and Texas.
-
D.
EverBank
EverBank is a U.S.-based financial institution best known for its banking and lending services and for holding naming rights to major sports venues.
-
E.
Barron Collier Companies
Barron Collier Companies is a diversified, family-owned real estate and land development firm based in Southwest Florida, known for master-planned communities, commercial projects, and extensive agricultural and land holdings.
- 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_69ca831fe47c8190b5c57b456d2aefa0 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe5984d7481908c41c57bef9cf254 |
completed | March 31, 2026, 3:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce6d1c2ce4819082c92484d3865edf |
completed | April 2, 2026, 1:20 p.m. |
| NEDg | Description generation | batch_69ce6e66c5e48190badcc5e075892006 |
completed | April 2, 2026, 1:25 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce6f0cc434819089e78d24dfee5361 |
completed | April 2, 2026, 1:28 p.m. |
Created at: March 30, 2026, 6:14 p.m.