Triple

T8171396
Position Surface form Disambiguated ID Type / Status
Subject Front Royal, Virginia E190828 entity
Predicate isHomeTo P105 FINISHED
Object Warren County Public Schools headquarters
Warren County Public Schools headquarters is the central administrative office overseeing the public school system of Warren County, Virginia.
 E716072 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: Warren County Public Schools headquarters | Statement: [Front Royal, Virginia, isHomeTo, Warren County Public Schools headquarters]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Warren County Public Schools headquarters
Context triple: [Front Royal, Virginia, isHomeTo, Warren County Public Schools headquarters]
  • A. Warren Consolidated Schools
    Warren Consolidated Schools is a public school district serving students in Warren and surrounding communities in southeastern Michigan.
  • B. Southeast Warren Community School District
    Southeast Warren Community School District is a rural public school district in Warren County, Iowa, serving students from several small communities in the area.
  • C. Warren Woods Public Schools
    Warren Woods Public Schools is a public school district serving students in the Warren area of Macomb County, Michigan.
  • D. Warren County Schools (North Carolina)
    Warren County Schools (North Carolina) is the public school district responsible for providing K–12 education to students in Warren County, North Carolina.
  • E. Marshall County Schools
    Marshall County Schools is the public school district serving students in Marshall County, West 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: Warren County Public Schools headquarters
Triple: [Front Royal, Virginia, isHomeTo, Warren County Public Schools headquarters]
Generated description
Warren County Public Schools headquarters is the central administrative office overseeing the public school system of Warren County, Virginia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Warren County Public Schools headquarters
Target entity description: Warren County Public Schools headquarters is the central administrative office overseeing the public school system of Warren County, Virginia.
  • A. Warren Consolidated Schools
    Warren Consolidated Schools is a public school district serving students in Warren and surrounding communities in southeastern Michigan.
  • B. Southeast Warren Community School District
    Southeast Warren Community School District is a rural public school district in Warren County, Iowa, serving students from several small communities in the area.
  • C. Warren Woods Public Schools
    Warren Woods Public Schools is a public school district serving students in the Warren area of Macomb County, Michigan.
  • D. Warren County Schools (North Carolina)
    Warren County Schools (North Carolina) is the public school district responsible for providing K–12 education to students in Warren County, North Carolina.
  • E. Marshall County Schools
    Marshall County Schools is the public school district serving students in Marshall County, West 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_69ca82c1c0a08190bf8692b4d91a03ca completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb48056d0c819094575090a41e0083 completed March 31, 2026, 4:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69ccbf5cfd588190b12ef9b5799ffd88 completed April 1, 2026, 6:46 a.m.
NEDg Description generation batch_69ccc312a8608190b899394752ef375f completed April 1, 2026, 7:02 a.m.
NED2 Entity disambiguation (via description) batch_69ccd84893488190ae5376524650d5c4 completed April 1, 2026, 8:33 a.m.
Created at: March 30, 2026, 5:39 p.m.