Triple
T17411570
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | S. Graham & Associates |
E423376
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | marketing consulting firm |
C38541
|
CONCEPT FINISHED |
How this triple was built (1 step)
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.
CD
Concept disambiguation
gpt-5-mini-2025-08-07
Target class: marketing consulting firm Context triple: [S. Graham & Associates, instanceOf, marketing consulting firm]
-
A.
marketing strategy
A marketing strategy is a comprehensive plan that defines how a business will identify, reach, and persuade its target audience to achieve specific marketing and organizational goals.
-
B.
marketing center
A marketing center is a centralized hub where marketing strategies are planned, coordinated, executed, and analyzed to support and promote an organization’s products, services, or brand.
-
C.
marketing services network
A marketing services network is an interconnected group of agencies, specialists, and platforms that collaboratively provide a full range of marketing, advertising, and communication solutions to clients.
-
D.
marketing setting
A marketing setting is the contextual environment—physical, digital, social, and temporal—in which marketing activities, messages, and exchanges between a brand and its target audience occur.
-
E.
marketing specialist
A marketing specialist is a professional who plans, executes, and analyzes targeted marketing strategies and campaigns to promote products, services, or brands and drive customer engagement and sales.
- F. None of above. chosen
Provenance (1 batch)
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_69d889d7d27c819088486ce3f0627fa1 |
completed | April 10, 2026, 5:25 a.m. |
Created at: April 10, 2026, 5:46 a.m.