Triple
T29215621
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Commercial Heating & Cooling |
E740660
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | HVAC solutions provider |
C8469
|
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: HVAC solutions provider Context triple: [Commercial Heating & Cooling, instanceOf, HVAC solutions provider]
-
A.
HVAC company
chosen
A HVAC company is a business that specializes in the installation, maintenance, and repair of heating, ventilation, and air conditioning systems for residential, commercial, or industrial clients.
-
B.
HVAC controls integrator
An HVAC controls integrator designs, configures, and implements building automation and control systems that coordinate heating, ventilation, and air conditioning equipment for efficient, reliable, and optimized operation.
-
C.
maintenance, repair and overhaul provider
A maintenance, repair and overhaul provider is an organization that performs inspection, servicing, repair, and refurbishment of equipment or systems to ensure their continued safe, reliable, and efficient operation.
-
D.
facility management company
A facility management company is an organization that plans, operates, and maintains buildings and their services to ensure safe, efficient, and cost-effective environments for occupants and owners.
-
E.
energy solutions company
An energy solutions company designs, develops, and delivers technologies and services that provide efficient, reliable, and sustainable energy to residential, commercial, and industrial customers.
- F. None of above.
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_69f07cba2f808190a2746477d4e8345b |
completed | April 28, 2026, 9:24 a.m. |
Created at: April 28, 2026, 12:13 p.m.