Triple

T8418869
Position Surface form Disambiguated ID Type / Status
Subject IHE MHD E198796 entity
Predicate usesResourceType P3729 FINISHED
Object FHIR Practitioner
FHIR Practitioner is a FHIR resource that represents an individual healthcare professional, capturing their identity, qualifications, and roles within clinical and administrative workflows.
 E732178 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: FHIR Practitioner | Statement: [IHE MHD, usesResourceType, FHIR Practitioner]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: FHIR Practitioner
Context triple: [IHE MHD, usesResourceType, FHIR Practitioner]
  • A. 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.
  • B. FHIR STU3
    FHIR STU3 is the third major release of the HL7 Fast Healthcare Interoperability Resources standard, defining structured formats and APIs for exchanging electronic healthcare data.
  • 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. FHIR R5 (preview)
    FHIR R5 (preview) is the upcoming fifth major release of the HL7 Fast Healthcare Interoperability Resources standard, offering enhanced data models and interoperability features for exchanging healthcare information.
  • E. 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.
  • 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: FHIR Practitioner
Triple: [IHE MHD, usesResourceType, FHIR Practitioner]
Generated description
FHIR Practitioner is a FHIR resource that represents an individual healthcare professional, capturing their identity, qualifications, and roles within clinical and administrative workflows.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: FHIR Practitioner
Target entity description: FHIR Practitioner is a FHIR resource that represents an individual healthcare professional, capturing their identity, qualifications, and roles within clinical and administrative workflows.
  • A. 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.
  • B. FHIR STU3
    FHIR STU3 is the third major release of the HL7 Fast Healthcare Interoperability Resources standard, defining structured formats and APIs for exchanging electronic healthcare data.
  • 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. FHIR R5 (preview)
    FHIR R5 (preview) is the upcoming fifth major release of the HL7 Fast Healthcare Interoperability Resources standard, offering enhanced data models and interoperability features for exchanging healthcare information.
  • E. 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.
  • 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_69ca8312d63c8190bf133b676b44a385 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cb84c7d6e48190a2bbde89c5d42af6 completed March 31, 2026, 8:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69ce03476b288190b3df8f9f4d502ea8 completed April 2, 2026, 5:48 a.m.
NEDg Description generation batch_69ce0782b0dc8190bf971eacb3b4582c completed April 2, 2026, 6:06 a.m.
NED2 Entity disambiguation (via description) batch_69ce0854ce788190a209f229d504c038 completed April 2, 2026, 6:10 a.m.
Created at: March 30, 2026, 6:06 p.m.