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.