Triple

T12649262
Position Surface form Disambiguated ID Type / Status
Subject Villa Rica, Georgia E302111 entity
Predicate hasPublicSchoolDistrict P226 FINISHED
Object Carroll County School System
Carroll County School System is a public school district in west Georgia that serves students in and around Villa Rica and other communities in Carroll County.
 E998821 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: Carroll County School System | Statement: [Villa Rica, Georgia, hasPublicSchoolDistrict, Carroll County School System]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Carroll County School System
Context triple: [Villa Rica, Georgia, hasPublicSchoolDistrict, Carroll County School System]
  • A. Carroll County Public Schools
    Carroll County Public Schools is the public school district responsible for providing K–12 education to students in Carroll County, Maryland.
  • B. Calvert County Public Schools
    Calvert County Public Schools is the public school district responsible for providing K–12 education to students in Calvert County, Maryland.
  • C. Talbot County Public Schools
    Talbot County Public Schools is the public school district serving students in Talbot County, Maryland, including the town of Easton.
  • D. Howard County Public School System
    Howard County Public School System is the public school district serving students in Howard County, Maryland, operating a network of elementary, middle, and high schools.
  • 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: Carroll County School System
Triple: [Villa Rica, Georgia, hasPublicSchoolDistrict, Carroll County School System]
Generated description
Carroll County School System is a public school district in west Georgia that serves students in and around Villa Rica and other communities in Carroll County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Carroll County School System
Target entity description: Carroll County School System is a public school district in west Georgia that serves students in and around Villa Rica and other communities in Carroll County.
  • A. Carroll County Public Schools
    Carroll County Public Schools is the public school district responsible for providing K–12 education to students in Carroll County, Maryland.
  • B. Calvert County Public Schools
    Calvert County Public Schools is the public school district responsible for providing K–12 education to students in Calvert County, Maryland.
  • C. Talbot County Public Schools
    Talbot County Public Schools is the public school district serving students in Talbot County, Maryland, including the town of Easton.
  • D. Howard County Public School System
    Howard County Public School System is the public school district serving students in Howard County, Maryland, operating a network of elementary, middle, and high schools.
  • 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_69d7bdec9f9c8190b4bac675b7588211 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d9615cf6f48190bd0983cf7465ab15 completed April 10, 2026, 8:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6719c18508190a9c28b2526e6b336 completed May 2, 2026, 9:50 p.m.
NEDg Description generation batch_69f6749c2ddc8190945270e6e5b210dd completed May 2, 2026, 10:03 p.m.
NED2 Entity disambiguation (via description) batch_69f675c42fec8190b60751c0db88f3b6 completed May 2, 2026, 10:08 p.m.
Created at: April 9, 2026, 5:18 p.m.