Triple

T8164896
Position Surface form Disambiguated ID Type / Status
Subject Department of Parks and Recreation (Arlington County) E190666 entity
Predicate collaboratesWith P37 FINISHED
Object Arlington County public schools
Arlington County public schools is the public school system serving students in Arlington County, Virginia, operating a network of elementary, middle, and high schools with a focus on academic achievement and community engagement.
 E720303 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: Arlington County public schools | Statement: [Department of Parks and Recreation (Arlington County), collaboratesWith, Arlington County public schools]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Arlington County public schools
Context triple: [Department of Parks and Recreation (Arlington County), collaboratesWith, Arlington County public schools]
  • A. Arlington Public Schools
    Arlington Public Schools is the public school district serving students in the town of Arlington, Massachusetts.
  • B. 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.
  • C. Falls Church City Public Schools
    Falls Church City Public Schools is the independent public school division serving students in the City of Falls Church, Virginia.
  • D. 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.
  • E. 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.
  • 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: Arlington County public schools
Triple: [Department of Parks and Recreation (Arlington County), collaboratesWith, Arlington County public schools]
Generated description
Arlington County public schools is the public school system serving students in Arlington County, Virginia, operating a network of elementary, middle, and high schools with a focus on academic achievement and community engagement.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Arlington County public schools
Target entity description: Arlington County public schools is the public school system serving students in Arlington County, Virginia, operating a network of elementary, middle, and high schools with a focus on academic achievement and community engagement.
  • A. Arlington Public Schools
    Arlington Public Schools is the public school district serving students in the town of Arlington, Massachusetts.
  • B. 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.
  • C. Falls Church City Public Schools
    Falls Church City Public Schools is the independent public school division serving students in the City of Falls Church, Virginia.
  • D. 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.
  • E. 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.
  • 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_69ca82c0ef14819083713f4473dd847c completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb466698108190ba6aa625e9182b2a completed March 31, 2026, 3:58 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd3471def08190a221e92fc4a2e9d7 completed April 1, 2026, 3:06 p.m.
NEDg Description generation batch_69cd36ef47e88190ae96ea2459552247 completed April 1, 2026, 3:17 p.m.
NED2 Entity disambiguation (via description) batch_69cd4e9d362481908283d58b03c7ef9b completed April 1, 2026, 4:58 p.m.
Created at: March 30, 2026, 5:38 p.m.