Triple
T37764037
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | HCPCS Level III |
E941363
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | medical billing code set |
C1782
|
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: medical billing code set Context triple: [HCPCS Level III, instanceOf, medical billing code set]
-
A.
ATC code
An ATC code is a standardized alphanumeric classification assigned to drugs and other medical products based on the organ or system they act on and their therapeutic, pharmacological, and chemical properties.
-
B.
medical classification system
chosen
A medical classification system is an organized framework that categorizes diseases, conditions, procedures, and related health information using standardized codes to support diagnosis, treatment, research, and healthcare administration.
-
C.
Medicare administrative contractor
A Medicare administrative contractor is a private organization contracted by the federal government to process Medicare claims, enroll providers, and perform related administrative functions for specific geographic jurisdictions.
-
D.
administrative code
Administrative code is a structured set of rules and regulations issued by governmental or organizational authorities to guide, control, and standardize administrative actions and procedures.
-
E.
revenue cycle management software
Revenue cycle management software is a system that automates and optimizes the financial processes of healthcare organizations—from patient registration and insurance verification through billing, claims processing, and payment collection—to improve cash flow and reduce administrative errors.
- 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_69f76ee3251881909bb4451aad50752b |
completed | May 3, 2026, 3:50 p.m. |
Created at: May 3, 2026, 4:19 p.m.