Triple

T437696
Position Surface form Disambiguated ID Type / Status
Subject Loudoun County, Virginia E10044 entity
Predicate hasPublicSchoolSystem P226 FINISHED
Object Loudoun County Public Schools
Loudoun County Public Schools is the public school district serving students in Loudoun County, Virginia, operating a network of elementary, middle, and high schools across the county.
 E55785 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: Loudoun County Public Schools | Statement: [Loudoun County, Virginia, hasPublicSchoolSystem, Loudoun County Public Schools]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Loudoun County Public Schools
Context triple: [Loudoun County, Virginia, hasPublicSchoolSystem, Loudoun County Public Schools]
  • A. Fairfax County Public Schools
    Fairfax County Public Schools is a large public school district in Northern Virginia serving students in Fairfax County and the City of Fairfax, known for its academic rigor and extensive educational programs.
  • B. Manassas City Public Schools
    Manassas City Public Schools is the public school district that serves students in the independent city of Manassas, Virginia.
  • C. Fairfax City Public Schools
    Fairfax City Public Schools is the small, independent public school division that serves students residing in the City of Fairfax, Virginia, operating in close partnership with neighboring Fairfax County Public Schools.
  • D. Prince George’s County Public Schools
    Prince George’s County Public Schools is the public school district serving students in Prince George’s County, Maryland, operating a large network of elementary, middle, and high schools as well as specialized educational programs.
  • E. Loudoun County Board of Supervisors
    The Loudoun County Board of Supervisors is the elected legislative and policymaking body that oversees county government operations, budgets, and local ordinances in Loudoun County, Virginia.
  • 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: Loudoun County Public Schools
Triple: [Loudoun County, Virginia, hasPublicSchoolSystem, Loudoun County Public Schools]
Generated description
Loudoun County Public Schools is the public school district serving students in Loudoun County, Virginia, operating a network of elementary, middle, and high schools across the county.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Loudoun County Public Schools
Target entity description: Loudoun County Public Schools is the public school district serving students in Loudoun County, Virginia, operating a network of elementary, middle, and high schools across the county.
  • A. Fairfax County Public Schools
    Fairfax County Public Schools is a large public school district in Northern Virginia serving students in Fairfax County and the City of Fairfax, known for its academic rigor and extensive educational programs.
  • B. Manassas City Public Schools
    Manassas City Public Schools is the public school district that serves students in the independent city of Manassas, Virginia.
  • C. Fairfax City Public Schools
    Fairfax City Public Schools is the small, independent public school division that serves students residing in the City of Fairfax, Virginia, operating in close partnership with neighboring Fairfax County Public Schools.
  • D. Prince George’s County Public Schools
    Prince George’s County Public Schools is the public school district serving students in Prince George’s County, Maryland, operating a large network of elementary, middle, and high schools as well as specialized educational programs.
  • E. Loudoun County Board of Supervisors
    The Loudoun County Board of Supervisors is the elected legislative and policymaking body that oversees county government operations, budgets, and local ordinances in Loudoun County, Virginia.
  • 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_69a2e8465ef481909655c681b01e2986 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2ef26bb78819089b3b5dac0330619 completed Feb. 28, 2026, 1:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69a43e706fd8819082dd795fcad5465c completed March 1, 2026, 1:26 p.m.
NEDg Description generation batch_69a43f465f608190a5a57c58bdb30538 completed March 1, 2026, 1:29 p.m.
NED2 Entity disambiguation (via description) batch_69a4409efb1081909583cba0e6657f3e completed March 1, 2026, 1:35 p.m.
Created at: Feb. 28, 2026, 1:11 p.m.