Triple

T7770293
Position Surface form Disambiguated ID Type / Status
Subject Herndon Middle School E179050 entity
Predicate regionServed P82 FINISHED
Object Herndon area of Fairfax County, Virginia
The Herndon area of Fairfax County, Virginia is a suburban community in Northern Virginia near Washington, D.C., known for its residential neighborhoods, local schools, and proximity to major technology and business corridors.
E686728 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: Herndon area of Fairfax County, Virginia | Statement: [Herndon Middle School, regionServed, Herndon area of Fairfax County, Virginia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Herndon area of Fairfax County, Virginia
Context triple: [Herndon Middle School, regionServed, Herndon area of Fairfax County, Virginia]
  • A. Centreville area of Fairfax County, Virginia
    The Centreville area of Fairfax County, Virginia is a suburban community in Northern Virginia known for its residential neighborhoods, parks, and proximity to Washington, D.C.
  • B. Nokesville, Virginia
    Nokesville, Virginia is a small rural community in Northern Virginia known for its farmland, equestrian activities, and quiet residential character.
  • C. Tysons, Virginia
    Tysons, Virginia is a major commercial and business district in Northern Virginia known for its large shopping malls, dense office developments, and role as a key edge city of the Washington, D.C. metropolitan area.
  • D. Town of Occoquan, Virginia
    The Town of Occoquan, Virginia is a small historic riverside community in Prince William County known for its preserved 18th–19th century architecture, arts and crafts shops, and waterfront charm.
  • E. Glen Lyn, Virginia
    Glen Lyn, Virginia is a small town in Giles County near the West Virginia border, situated along the New River in southwestern 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: Herndon area of Fairfax County, Virginia
Triple: [Herndon Middle School, regionServed, Herndon area of Fairfax County, Virginia]
Generated description
The Herndon area of Fairfax County, Virginia is a suburban community in Northern Virginia near Washington, D.C., known for its residential neighborhoods, local schools, and proximity to major technology and business corridors.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Herndon area of Fairfax County, Virginia
Target entity description: The Herndon area of Fairfax County, Virginia is a suburban community in Northern Virginia near Washington, D.C., known for its residential neighborhoods, local schools, and proximity to major technology and business corridors.
  • A. Centreville area of Fairfax County, Virginia
    The Centreville area of Fairfax County, Virginia is a suburban community in Northern Virginia known for its residential neighborhoods, parks, and proximity to Washington, D.C.
  • B. Nokesville, Virginia
    Nokesville, Virginia is a small rural community in Northern Virginia known for its farmland, equestrian activities, and quiet residential character.
  • C. Tysons, Virginia
    Tysons, Virginia is a major commercial and business district in Northern Virginia known for its large shopping malls, dense office developments, and role as a key edge city of the Washington, D.C. metropolitan area.
  • D. Town of Occoquan, Virginia
    The Town of Occoquan, Virginia is a small historic riverside community in Prince William County known for its preserved 18th–19th century architecture, arts and crafts shops, and waterfront charm.
  • E. Glen Lyn, Virginia
    Glen Lyn, Virginia is a small town in Giles County near the West Virginia border, situated along the New River in southwestern 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_69c69f30602c819082ab52cd4af5c592 completed March 27, 2026, 3:16 p.m.
NER Named-entity recognition batch_69c70438ca2481909114b0c434717109 completed March 27, 2026, 10:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8c7ead45c8190847365d8549eefab completed March 29, 2026, 6:34 a.m.
NEDg Description generation batch_69c8c83be35481908fe672c4ad6885a0 completed March 29, 2026, 6:35 a.m.
NED2 Entity disambiguation (via description) batch_69c8c8a317d08190a34be81f78237e46 completed March 29, 2026, 6:37 a.m.
Created at: March 27, 2026, 4:11 p.m.