Triple

T4716194
Position Surface form Disambiguated ID Type / Status
Subject Sterling, Virginia E104643 entity
Predicate primaryEducationDistrict P226 FINISHED
Object Loudoun County Public Schools E55785 NE FINISHED

How this triple was built (3 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: [Sterling, Virginia, primaryEducationDistrict, Loudoun County Public Schools]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Loudoun County Public Schools
Context triple: [Sterling, Virginia, primaryEducationDistrict, Loudoun County Public Schools]
  • A. Loudoun County Public Schools chosen
    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.
  • B. Fauquier County Public Schools
    Fauquier County Public Schools is the public school district serving Fauquier County, Virginia, overseeing multiple elementary, middle, and high schools including Fauquier High School.
  • C. 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.
  • D. Loudoun County High School
    Loudoun County High School is a public secondary school serving students in and around Leesburg, Virginia, as part of the Loudoun County Public Schools system.
  • E. Stafford County Public Schools
    Stafford County Public Schools is the K–12 school district responsible for operating and overseeing public education in Stafford County, Virginia.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: primaryEducationDistrict
Context triple: [Sterling, Virginia, primaryEducationDistrict, Loudoun County Public Schools]
  • A. schoolDistrict chosen
    Indicates that one entity is a school district that administers, oversees, or serves the other entity (such as a school or geographic area).
  • B. primarySchool
    Indicates that one entity serves as the primary (elementary) school attended by, associated with, or designated for the other entity.
  • C. schoolSector
    Indicates the educational sector or category (such as public, private, or charter) to which a school belongs.
  • D. schoolBoardDistricts
    Indicates the specific school board district that has jurisdiction over or is associated with an entity.
  • E. schoolDistrictNumber
    Indicates the specific numerical identifier assigned to the school district with which an entity is associated.
  • F. None of above.

Provenance (4 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_69bd43ec4a348190bc41afae43375e71 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd680beb508190b3d74e20e1c64405 completed March 20, 2026, 3:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69be108440108190a7dc1bbfb27ae6f5 completed March 21, 2026, 3:29 a.m.
PD Predicate disambiguation batch_69bd621ddcd88190903288566f5e5dab completed March 20, 2026, 3:05 p.m.
Created at: March 20, 2026, 1:18 p.m.