Triple

T8757909
Position Surface form Disambiguated ID Type / Status
Subject UCUM E208118 entity
Predicate useWith P4791 FINISHED
Object FHIR
FHIR (Fast Healthcare Interoperability Resources) is a standard for exchanging healthcare information electronically, designed to enable easy, secure, and interoperable data sharing between different health IT systems.
 E755533 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 | Statement: [UCUM, useWith, FHIR]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: FHIR
Context triple: [UCUM, useWith, FHIR]
  • A. 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.
  • 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. FHIR Organization
    FHIR Organization is a FHIR resource that represents a healthcare-related organization, such as a hospital, clinic, or other institution involved in the delivery or administration of care.
  • D. HL7 standards
    HL7 standards are a widely adopted set of international specifications for the exchange, integration, sharing, and retrieval of electronic health information between healthcare systems.
  • E. FHIR List
    FHIR List is a FHIR resource that represents a curated collection of references to other resources, typically used to group related clinical or administrative data.
  • 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
Triple: [UCUM, useWith, FHIR]
Generated description
FHIR (Fast Healthcare Interoperability Resources) is a standard for exchanging healthcare information electronically, designed to enable easy, secure, and interoperable data sharing between different health IT systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: FHIR
Target entity description: FHIR (Fast Healthcare Interoperability Resources) is a standard for exchanging healthcare information electronically, designed to enable easy, secure, and interoperable data sharing between different health IT systems.
  • A. 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.
  • 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. FHIR Organization
    FHIR Organization is a FHIR resource that represents a healthcare-related organization, such as a hospital, clinic, or other institution involved in the delivery or administration of care.
  • D. HL7 standards
    HL7 standards are a widely adopted set of international specifications for the exchange, integration, sharing, and retrieval of electronic health information between healthcare systems.
  • E. FHIR List
    FHIR List is a FHIR resource that represents a curated collection of references to other resources, typically used to group related clinical or administrative data.
  • 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_69ca835cd6b08190bd7c63db92f53c86 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5ee850b88190a0294bcbe4045aa3 completed March 31, 2026, 11:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf434232d08190bfee6f5ec1c0b5a6 completed April 3, 2026, 4:34 a.m.
NEDg Description generation batch_69cf4569352c819089745287789d0b70 completed April 3, 2026, 4:43 a.m.
NED2 Entity disambiguation (via description) batch_69cf45d053248190b7f7a5e2646d31b4 completed April 3, 2026, 4:45 a.m.
Created at: March 30, 2026, 6:40 p.m.