Triple

T7116019
Position Surface form Disambiguated ID Type / Status
Subject Medical Expenditure Panel Survey E165820 entity
Predicate hasComponent P35 FINISHED
Object Medical Provider Component
The Medical Provider Component is a survey element of the Medical Expenditure Panel Survey that collects detailed information from hospitals, physicians, and other medical providers about the healthcare services and costs associated with sampled patients.
 E641842 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: Medical Provider Component | Statement: [Medical Expenditure Panel Survey, hasComponent, Medical Provider Component]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Medical Provider Component
Context triple: [Medical Expenditure Panel Survey, hasComponent, Medical Provider Component]
  • A. Cloud Healthcare API
    Cloud Healthcare API is a Google Cloud service that enables secure storage, management, and exchange of healthcare data using standard formats like HL7, FHIR, and DICOM.
  • B. One Medical
    One Medical is a membership-based primary care provider that offers technology-enabled, patient-centered medical services through both in-person clinics and virtual care.
  • C. ClinicalKey
    ClinicalKey is a comprehensive clinical search engine and decision-support platform for healthcare professionals, providing access to medical textbooks, journals, guidelines, and multimedia content.
  • D. MyChart
    MyChart is a widely used patient portal application by Epic Systems that lets individuals securely access and manage their personal health information online.
  • E. Medical Service
    The Medical Service is the branch of the Belgian Armed Forces responsible for providing medical care, support, and health services to military personnel in both peacetime and operational deployments.
  • 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: Medical Provider Component
Triple: [Medical Expenditure Panel Survey, hasComponent, Medical Provider Component]
Generated description
The Medical Provider Component is a survey element of the Medical Expenditure Panel Survey that collects detailed information from hospitals, physicians, and other medical providers about the healthcare services and costs associated with sampled patients.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Medical Provider Component
Target entity description: The Medical Provider Component is a survey element of the Medical Expenditure Panel Survey that collects detailed information from hospitals, physicians, and other medical providers about the healthcare services and costs associated with sampled patients.
  • A. Cloud Healthcare API
    Cloud Healthcare API is a Google Cloud service that enables secure storage, management, and exchange of healthcare data using standard formats like HL7, FHIR, and DICOM.
  • B. One Medical
    One Medical is a membership-based primary care provider that offers technology-enabled, patient-centered medical services through both in-person clinics and virtual care.
  • C. ClinicalKey
    ClinicalKey is a comprehensive clinical search engine and decision-support platform for healthcare professionals, providing access to medical textbooks, journals, guidelines, and multimedia content.
  • D. MyChart
    MyChart is a widely used patient portal application by Epic Systems that lets individuals securely access and manage their personal health information online.
  • E. Medical Service
    The Medical Service is the branch of the Belgian Armed Forces responsible for providing medical care, support, and health services to military personnel in both peacetime and operational deployments.
  • 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_69c6888227bc8190a1394679e3116f90 completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e5f401b881909ef4c2ab1e0750db completed March 27, 2026, 8:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69c79cbfc7a08190ab07f3d65aa79f16 completed March 28, 2026, 9:17 a.m.
NEDg Description generation batch_69c79d0215888190b0e59c2584358a05 completed March 28, 2026, 9:18 a.m.
NED2 Entity disambiguation (via description) batch_69c79d63b6dc8190b3b52ef6566ba490 completed March 28, 2026, 9:20 a.m.
Created at: March 27, 2026, 2:43 p.m.