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.