Triple

T17854049
Position Surface form Disambiguated ID Type / Status
Subject Radford, Virginia E445882 entity
Predicate hasPublicSchoolSystem P226 FINISHED
Object Radford City Public Schools
Radford City Public Schools is the public school district serving students in the independent city of Radford, Virginia.
E1291848 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: Radford City Public Schools | Statement: [Radford, Virginia, hasPublicSchoolSystem, Radford City Public Schools]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Radford City Public Schools
Context triple: [Radford, Virginia, hasPublicSchoolSystem, Radford City Public Schools]
  • A. 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.
  • B. Spotswood High School
    Spotswood High School is a public secondary school in New Jersey that serves students from Spotswood and neighboring communities, including Milltown.
  • C. Spotswood Public Schools
    Spotswood Public Schools is a public school district in New Jersey that provides K–12 education to students from Spotswood and nearby communities such as Helmetta.
  • D. Manassas City Public Schools
    Manassas City Public Schools is the public school district that serves students in the independent city of Manassas, Virginia.
  • E. South River Public Schools
    South River Public Schools is the public school district that provides primary and secondary education to students in the borough of South River, New Jersey.
  • 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: Radford City Public Schools
Triple: [Radford, Virginia, hasPublicSchoolSystem, Radford City Public Schools]
Generated description
Radford City Public Schools is the public school district serving students in the independent city of Radford, Virginia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Radford City Public Schools
Target entity description: Radford City Public Schools is the public school district serving students in the independent city of Radford, Virginia.
  • A. 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.
  • B. Spotswood High School
    Spotswood High School is a public secondary school in New Jersey that serves students from Spotswood and neighboring communities, including Milltown.
  • C. Spotswood Public Schools
    Spotswood Public Schools is a public school district in New Jersey that provides K–12 education to students from Spotswood and nearby communities such as Helmetta.
  • D. Manassas City Public Schools
    Manassas City Public Schools is the public school district that serves students in the independent city of Manassas, Virginia.
  • E. South River Public Schools
    South River Public Schools is the public school district that provides primary and secondary education to students in the borough of South River, New Jersey.
  • 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_69d8b9f26f18819089c9e43250bee6ae completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e49001d8b881908c8d4efc3d7ff04f completed April 19, 2026, 8:19 a.m.
NED1 Entity disambiguation (via context triple) batch_6a030c5ffcbc819086aec86f37c9c81c completed May 12, 2026, 11:17 a.m.
NEDg Description generation batch_6a030d1204cc81908ceb5e5e1d203781 completed May 12, 2026, 11:20 a.m.
NED2 Entity disambiguation (via description) batch_6a030d7916b48190a74cd5ebda25c0f3 completed May 12, 2026, 11:22 a.m.
Created at: April 10, 2026, 10:17 a.m.