Triple
T2518263
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Current Procedural Terminology |
E55462
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
CPT Category III codes
CPT Category III codes are temporary tracking codes used in medical billing to document emerging technologies, services, and procedures that do not yet have permanent CPT Category I codes.
|
E55464
|
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: CPT Category III codes | Statement: [Current Procedural Terminology, hasPart, CPT Category III codes]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: CPT Category III codes Context triple: [Current Procedural Terminology, hasPart, CPT Category III 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.
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.
-
C.
CPT
CPT is a standardized medical code set maintained by the American Medical Association for reporting medical, surgical, and diagnostic procedures and services.
-
D.
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.
-
E.
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.
- 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: CPT Category III codes Triple: [Current Procedural Terminology, hasPart, CPT Category III codes]
Generated description
CPT Category III codes are temporary tracking codes used in medical billing to document emerging technologies, services, and procedures that do not yet have permanent CPT Category I codes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: CPT Category III codes Target entity description: CPT Category III codes are temporary tracking codes used in medical billing to document emerging technologies, services, and procedures that do not yet have permanent CPT Category I 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.
CPT code set
chosen
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.
-
C.
CPT
CPT is a standardized medical code set maintained by the American Medical Association for reporting medical, surgical, and diagnostic procedures and services.
-
D.
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.
-
E.
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.
- F. None of above.
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_69ab49e4749c8190813311efd1630f1b |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abd232ae188190b7b70806b466ee99 |
completed | March 7, 2026, 7:22 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af5cec74ac819093529ce5843ca320 |
completed | March 9, 2026, 11:51 p.m. |
| NEDg | Description generation | batch_69af5dc7ef4c81908581716c07dcae47 |
completed | March 9, 2026, 11:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69af5e6449e4819084313a5b44d46044 |
completed | March 9, 2026, 11:57 p.m. |
Created at: March 6, 2026, 9:46 p.m.