Triple

T12618157
Position Surface form Disambiguated ID Type / Status
Subject Michael Raymond-James E301307 entity
Predicate familyName P18 FINISHED
Object Raymond-James
Raymond-James is the hyphenated surname of American actor Michael Raymond-James, known for his roles in television series such as "True Blood" and "Once Upon a Time."
E992112 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 | Statement: [Michael Raymond-James, familyName, Raymond-James]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Raymond-James
Context triple: [Michael Raymond-James, familyName, Raymond-James]
  • A. 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.
  • B. 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.
  • C. Raymond James Bank
    Raymond James Bank is a banking subsidiary of Raymond James Financial that provides a range of personal and commercial banking, lending, and cash management services.
  • D. 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.
  • E. 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.
  • 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
Triple: [Michael Raymond-James, familyName, Raymond-James]
Generated description
Raymond-James is the hyphenated surname of American actor Michael Raymond-James, known for his roles in television series such as "True Blood" and "Once Upon a Time."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Raymond-James
Target entity description: Raymond-James is the hyphenated surname of American actor Michael Raymond-James, known for his roles in television series such as "True Blood" and "Once Upon a Time."
  • A. 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.
  • B. 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.
  • C. Raymond James Bank
    Raymond James Bank is a banking subsidiary of Raymond James Financial that provides a range of personal and commercial banking, lending, and cash management services.
  • D. 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.
  • E. 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.
  • 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_69d7bdeaf49c8190b13800111fa77ea3 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d960c63ea48190ae1aae9280a023a6 completed April 10, 2026, 8:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69f65ed507988190b9d46586f3c3584c completed May 2, 2026, 8:30 p.m.
NEDg Description generation batch_69f65fb03b248190b264230b84b17635 completed May 2, 2026, 8:33 p.m.
NED2 Entity disambiguation (via description) batch_69f6608ec32c8190803c6f5677c300d6 completed May 2, 2026, 8:37 p.m.
Created at: April 9, 2026, 5:13 p.m.