Triple

T2940464
Position Surface form Disambiguated ID Type / Status
Subject Inova Health System E79373 entity
Predicate operates P24 FINISHED
Object Inova Loudoun Hospital
Inova Loudoun Hospital is a community-based medical center in Loudoun County, Virginia, providing a wide range of inpatient, outpatient, and emergency healthcare services as part of the Inova Health System.
 E325493 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: Inova Loudoun Hospital | Statement: [Inova Health System, operates, Inova Loudoun Hospital]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Inova Loudoun Hospital
Context triple: [Inova Health System, operates, Inova Loudoun Hospital]
  • A. Inova Fairfax Hospital
    Inova Fairfax Hospital is a major nonprofit teaching and research hospital in Northern Virginia, known for its comprehensive specialty care and status as a regional medical center.
  • B. Inova Alexandria Hospital
    Inova Alexandria Hospital is a major community hospital in Northern Virginia that provides a wide range of medical and surgical services to residents of Alexandria and the surrounding region.
  • C. Inova Health System
    Inova Health System is a not-for-profit healthcare organization that operates hospitals and medical facilities primarily serving Northern Virginia and the Washington, D.C. metropolitan area.
  • D. Fauquier Hospital
    Fauquier Hospital is a community hospital serving Warrenton and the surrounding Fauquier County area in Virginia.
  • E. Franklin Memorial Hospital
    Franklin Memorial Hospital is a community hospital and healthcare center serving residents of Farmington and the surrounding western Maine region.
  • 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: Inova Loudoun Hospital
Triple: [Inova Health System, operates, Inova Loudoun Hospital]
Generated description
Inova Loudoun Hospital is a community-based medical center in Loudoun County, Virginia, providing a wide range of inpatient, outpatient, and emergency healthcare services as part of the Inova Health System.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Inova Loudoun Hospital
Target entity description: Inova Loudoun Hospital is a community-based medical center in Loudoun County, Virginia, providing a wide range of inpatient, outpatient, and emergency healthcare services as part of the Inova Health System.
  • A. Inova Fairfax Hospital
    Inova Fairfax Hospital is a major nonprofit teaching and research hospital in Northern Virginia, known for its comprehensive specialty care and status as a regional medical center.
  • B. Inova Alexandria Hospital
    Inova Alexandria Hospital is a major community hospital in Northern Virginia that provides a wide range of medical and surgical services to residents of Alexandria and the surrounding region.
  • C. Inova Health System
    Inova Health System is a not-for-profit healthcare organization that operates hospitals and medical facilities primarily serving Northern Virginia and the Washington, D.C. metropolitan area.
  • D. Fauquier Hospital
    Fauquier Hospital is a community hospital serving Warrenton and the surrounding Fauquier County area in Virginia.
  • E. Franklin Memorial Hospital
    Franklin Memorial Hospital is a community hospital and healthcare center serving residents of Farmington and the surrounding western Maine region.
  • 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_69ad8b0fbab081908f6a61567c045d8d completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad986f38948190a636a826693a9d4f completed March 8, 2026, 3:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69b1f85c5e0c8190a91100aadb8b8806 completed March 11, 2026, 11:18 p.m.
NEDg Description generation batch_69b1fc5de17881908a512cd34ffa046f completed March 11, 2026, 11:35 p.m.
NED2 Entity disambiguation (via description) batch_69b1fcbf176c8190a061cc437db9690a completed March 11, 2026, 11:37 p.m.
Created at: March 8, 2026, 2:56 p.m.