Triple
T11574052
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Healthcare Common Procedure Coding System |
E274458
|
entity |
| Predicate | hasComponent |
P35
|
FINISHED |
| Object |
HCPCS Level III
HCPCS Level III was a category of locally developed medical billing codes, often created by state Medicaid agencies or private insurers, used to report services and supplies not covered by national HCPCS Level I and II codes.
|
E941363
|
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: HCPCS Level III | Statement: [Healthcare Common Procedure Coding System, hasComponent, HCPCS Level III]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: HCPCS Level III Context triple: [Healthcare Common Procedure Coding System, hasComponent, HCPCS Level III]
-
A.
HCPCS Level II
HCPCS Level II is a standardized coding system used in the United States to identify non-physician services, supplies, and products such as durable medical equipment and ambulance services for billing and administrative purposes.
-
B.
HUC codes
HUC codes are a standardized numerical system used by the U.S. Geological Survey to uniquely identify and classify watersheds and hydrologic units across the United States.
-
C.
CPT code set
The CPT code set is a standardized medical coding system used in the United States to describe medical, surgical, and diagnostic services for billing and documentation purposes.
-
D.
Healthcare Common Procedure Coding System
The Healthcare Common Procedure Coding System (HCPCS) is a standardized coding system used in the United States to classify medical procedures, supplies, and services for billing and reimbursement, particularly under Medicare and Medicaid.
-
E.
Current Procedural Terminology
Current Procedural Terminology is a standardized medical code set used in the United States to document and bill for medical, surgical, and diagnostic services.
- 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: HCPCS Level III Triple: [Healthcare Common Procedure Coding System, hasComponent, HCPCS Level III]
Generated description
HCPCS Level III was a category of locally developed medical billing codes, often created by state Medicaid agencies or private insurers, used to report services and supplies not covered by national HCPCS Level I and II codes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: HCPCS Level III Target entity description: HCPCS Level III was a category of locally developed medical billing codes, often created by state Medicaid agencies or private insurers, used to report services and supplies not covered by national HCPCS Level I and II codes.
-
A.
HCPCS Level II
HCPCS Level II is a standardized coding system used in the United States to identify non-physician services, supplies, and products such as durable medical equipment and ambulance services for billing and administrative purposes.
-
B.
HUC codes
HUC codes are a standardized numerical system used by the U.S. Geological Survey to uniquely identify and classify watersheds and hydrologic units across the United States.
-
C.
CPT code set
The CPT code set is a standardized medical coding system used in the United States to describe medical, surgical, and diagnostic services for billing and documentation purposes.
-
D.
Healthcare Common Procedure Coding System
The Healthcare Common Procedure Coding System (HCPCS) is a standardized coding system used in the United States to classify medical procedures, supplies, and services for billing and reimbursement, particularly under Medicare and Medicaid.
-
E.
Current Procedural Terminology
Current Procedural Terminology is a standardized medical code set used in the United States to document and bill for medical, surgical, and diagnostic services.
- 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_69d6aae5ac3c81908d2b0a3a665665b2 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d89048120c81908258f984711f7dd4 |
completed | April 10, 2026, 5:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ef8269c4f48190aaf238a64c5caf1d |
completed | April 27, 2026, 3:36 p.m. |
| NEDg | Description generation | batch_69ef96ab29d48190b225504856007384 |
completed | April 27, 2026, 5:02 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69efd64bfa7081909715aa64d80fadf3 |
completed | April 27, 2026, 9:34 p.m. |
Created at: April 8, 2026, 9:38 p.m.