Triple

T11574032
Position Surface form Disambiguated ID Type / Status
Subject Healthcare Common Procedure Coding System E274458 entity
Predicate abbreviation P43 FINISHED
Object HCPCS E274458 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 | Statement: [Healthcare Common Procedure Coding System, abbreviation, HCPCS]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: HCPCS
Context triple: [Healthcare Common Procedure Coding System, abbreviation, HCPCS]
  • 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. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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_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_69e8a776ea40819084912ad2459c5be9 completed April 22, 2026, 10:48 a.m.
Created at: April 8, 2026, 9:38 p.m.