Triple

T11573960
Position Surface form Disambiguated ID Type / Status
Subject American Medical Association CPT Editorial Panel E274456 entity
Predicate hasOutput P92 FINISHED
Object CPT Category II codes
CPT Category II codes are supplemental tracking codes used in the CPT coding system to facilitate performance measurement and quality reporting in healthcare.
E55463 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 II codes | Statement: [American Medical Association CPT Editorial Panel, hasOutput, CPT Category II codes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: CPT Category II codes
Context triple: [American Medical Association CPT Editorial Panel, hasOutput, CPT Category 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. 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. CPC for services
    CPC for services is the abbreviated name for the United Nations Central Product Classification system that categorizes and standardizes service products for statistical and economic analysis.
  • 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. CPT
    CPT is a standardized medical code set maintained by the American Medical Association for reporting medical, surgical, and diagnostic procedures and 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: CPT Category II codes
Triple: [American Medical Association CPT Editorial Panel, hasOutput, CPT Category II codes]
Generated description
CPT Category II codes are supplemental tracking codes used in the CPT coding system to facilitate performance measurement and quality reporting in healthcare.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: CPT Category II codes
Target entity description: CPT Category II codes are supplemental tracking codes used in the CPT coding system to facilitate performance measurement and quality reporting in healthcare.
  • 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. CPC for services
    CPC for services is the abbreviated name for the United Nations Central Product Classification system that categorizes and standardizes service products for statistical and economic analysis.
  • 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. CPT chosen
    CPT is a standardized medical code set maintained by the American Medical Association for reporting medical, surgical, and diagnostic procedures and services.
  • 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_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.
NEDg Description generation batch_69e720f9a8588190aa766d2e1628207a completed April 21, 2026, 7:02 a.m.
NED2 Entity disambiguation (via description) batch_69e72315dda08190996aa84587c5fc80 completed April 21, 2026, 7:11 a.m.
Created at: April 8, 2026, 9:38 p.m.