Triple
T11574057
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Healthcare Common Procedure Coding System |
E274458
|
entity |
| Predicate | levelIIIDescription |
P29857
|
FINISHED |
| Object | HCPCS Level III consisted of local codes formerly used by state Medicaid agencies and Medicare contractors |
E274458
|
NE FINISHED |
How this triple was built (3 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 consisted of local codes formerly used by state Medicaid agencies and Medicare contractors | Statement: [Healthcare Common Procedure Coding System, levelIIIDescription, HCPCS Level III consisted of local codes formerly used by state Medicaid agencies and Medicare contractors]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: HCPCS Level III consisted of local codes formerly used by state Medicaid agencies and Medicare contractors Context triple: [Healthcare Common Procedure Coding System, levelIIIDescription, HCPCS Level III consisted of local codes formerly used by state Medicaid agencies and Medicare contractors]
-
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.
Healthcare Common Procedure Coding System
chosen
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.
-
C.
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.
-
D.
Medicare Administrative Contractors
Medicare Administrative Contractors are private organizations contracted by the U.S. Centers for Medicare & Medicaid Services to process Medicare claims, make coverage determinations, and administer benefits for beneficiaries in specific geographic jurisdictions.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: levelIIIDescription Context triple: [Healthcare Common Procedure Coding System, levelIIIDescription, HCPCS Level III consisted of local codes formerly used by state Medicaid agencies and Medicare contractors]
-
A.
level2Feature
Indicates that an entity possesses or is associated with a secondary or intermediate-level feature within a hierarchical feature structure.
-
B.
typeIIIDescription
chosen
Indicates that something provides a description or characterization specifically classified as Type III within a given system or schema.
-
C.
PhaseIIIDescribes
Indicates that one entity provides a description, characterization, or details specifically about a Phase III stage or component of another entity.
-
D.
level1Feature
Indicates that one entity possesses or is associated with a primary or first-tier feature of another entity.
-
E.
levelServed
Indicates that a particular service, function, or resource is provided or made available at a specified level or tier.
- F. None of above.
Provenance (4 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_69e713e49f508190b9bad316d68eab42 |
completed | April 21, 2026, 6:06 a.m. |
| PD | Predicate disambiguation | batch_69d85dcbacd0819094d4a1237055affa |
completed | April 10, 2026, 2:17 a.m. |
Created at: April 8, 2026, 9:38 p.m.