Triple

T2518364
Position Surface form Disambiguated ID Type / Status
Subject CPT code set E55464 entity
Predicate relatedTo P37 FINISHED
Object HCPCS Level II E274457 NE FINISHED

How this triple was built (2 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 II | Statement: [CPT code set, relatedTo, HCPCS Level II]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: HCPCS Level II
Context triple: [CPT code set, relatedTo, HCPCS Level II]
  • A. HCPCS Level II chosen
    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. 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.
  • 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. LOINC
    LOINC (Logical Observation Identifiers Names and Codes) is a widely used international standard for identifying laboratory tests, clinical measurements, and other health observations in electronic health records and data exchange.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69af6550c55481908fe4e8bab17aaa6d completed March 10, 2026, 12:26 a.m.
Created at: March 6, 2026, 9:46 p.m.