Triple

T20399253
Position Surface form Disambiguated ID Type / Status
Subject Inpatient Quality Reporting Program E500287 entity
Predicate includesMeasure P29129 FINISHED
Object Hospital Consumer Assessment of Healthcare Providers and Systems survey
The Hospital Consumer Assessment of Healthcare Providers and Systems survey is a standardized, publicly reported questionnaire that measures patients’ perspectives on hospital care in the United States.
E1428130 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: Hospital Consumer Assessment of Healthcare Providers and Systems survey | Statement: [Inpatient Quality Reporting Program, includesMeasure, Hospital Consumer Assessment of Healthcare Providers and Systems survey]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hospital Consumer Assessment of Healthcare Providers and Systems survey
Context triple: [Inpatient Quality Reporting Program, includesMeasure, Hospital Consumer Assessment of Healthcare Providers and Systems survey]
  • A. Medical Expenditure Panel Survey
    The Medical Expenditure Panel Survey is a large-scale, nationally representative U.S. survey that collects detailed data on healthcare use, costs, insurance coverage, and access to care for individuals and families.
  • B. National Medical Expenditure Survey
    The National Medical Expenditure Survey was a large-scale U.S. government survey that collected detailed data on Americans’ health care use, costs, and insurance coverage, serving as a foundational source for health policy research.
  • C. Inpatient Quality Reporting Program
    The Inpatient Quality Reporting Program is a U.S. hospital reporting initiative that tracks and publicly reports performance on standardized quality measures to improve inpatient care and inform consumers.
  • D. Hospital-Acquired Condition Reduction Program
    The Hospital-Acquired Condition Reduction Program is a U.S. Medicare quality initiative that financially penalizes hospitals with high rates of preventable patient harms, such as infections and complications, to incentivize improved patient safety.
  • E. Behavioral Risk Factor Surveillance System
    The Behavioral Risk Factor Surveillance System is a large, ongoing U.S. health-related telephone survey system that collects data on health behaviors, chronic conditions, and preventive service use among adults.
  • 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: Hospital Consumer Assessment of Healthcare Providers and Systems survey
Triple: [Inpatient Quality Reporting Program, includesMeasure, Hospital Consumer Assessment of Healthcare Providers and Systems survey]
Generated description
The Hospital Consumer Assessment of Healthcare Providers and Systems survey is a standardized, publicly reported questionnaire that measures patients’ perspectives on hospital care in the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hospital Consumer Assessment of Healthcare Providers and Systems survey
Target entity description: The Hospital Consumer Assessment of Healthcare Providers and Systems survey is a standardized, publicly reported questionnaire that measures patients’ perspectives on hospital care in the United States.
  • A. Medical Expenditure Panel Survey
    The Medical Expenditure Panel Survey is a large-scale, nationally representative U.S. survey that collects detailed data on healthcare use, costs, insurance coverage, and access to care for individuals and families.
  • B. National Medical Expenditure Survey
    The National Medical Expenditure Survey was a large-scale U.S. government survey that collected detailed data on Americans’ health care use, costs, and insurance coverage, serving as a foundational source for health policy research.
  • C. Inpatient Quality Reporting Program
    The Inpatient Quality Reporting Program is a U.S. hospital reporting initiative that tracks and publicly reports performance on standardized quality measures to improve inpatient care and inform consumers.
  • D. Hospital-Acquired Condition Reduction Program
    The Hospital-Acquired Condition Reduction Program is a U.S. Medicare quality initiative that financially penalizes hospitals with high rates of preventable patient harms, such as infections and complications, to incentivize improved patient safety.
  • E. Behavioral Risk Factor Surveillance System
    The Behavioral Risk Factor Surveillance System is a large, ongoing U.S. health-related telephone survey system that collects data on health behaviors, chronic conditions, and preventive service use among adults.
  • F. None of above. chosen

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_69e0b4a81bec8190b69adfdc1336a015 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6798cf04481909f183c4c75fe6d52 completed April 20, 2026, 7:07 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08762bd7e881909ceddb1b3c26a914 completed May 16, 2026, 1:50 p.m.
NEDg Description generation batch_6a0877b7ed888190bccc1ba665528aca completed May 16, 2026, 1:57 p.m.
NED2 Entity disambiguation (via description) batch_6a087834ea1c8190b1b94c70a807668a completed May 16, 2026, 1:59 p.m.
Created at: April 16, 2026, 11:29 a.m.