Triple

T9211232
Position Surface form Disambiguated ID Type / Status
Subject Dunwoody, Georgia E221120 entity
Predicate hasMiddleSchool P113 FINISHED
Object Peachtree Charter Middle School
Peachtree Charter Middle School is a public middle school serving students in the Dunwoody area of DeKalb County, Georgia.
 E785353 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: Peachtree Charter Middle School | Statement: [Dunwoody, Georgia, hasMiddleSchool, Peachtree Charter Middle School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Peachtree Charter Middle School
Context triple: [Dunwoody, Georgia, hasMiddleSchool, Peachtree Charter Middle School]
  • A. Peachtree City Elementary School
    Peachtree City Elementary School is a public elementary school located in Peachtree City, Georgia, serving early-grade students in the local community.
  • B. Stone Middle School
    Stone Middle School is a public middle school serving students in the Centreville area.
  • C. Oak Mountain Middle School
    Oak Mountain Middle School is a public middle school serving students in the Shelby County area of Alabama, recognized for its strong academics and extracurricular programs.
  • D. Piedmont Middle School
    Piedmont Middle School is a public middle school serving students in the Piedmont community, typically offering grades 6–8 with a focus on academic preparation for high school.
  • E. South Middle School
    South Middle School is a public middle school in Braintree, Massachusetts, serving students in the Braintree Public Schools district.
  • 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: Peachtree Charter Middle School
Triple: [Dunwoody, Georgia, hasMiddleSchool, Peachtree Charter Middle School]
Generated description
Peachtree Charter Middle School is a public middle school serving students in the Dunwoody area of DeKalb County, Georgia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Peachtree Charter Middle School
Target entity description: Peachtree Charter Middle School is a public middle school serving students in the Dunwoody area of DeKalb County, Georgia.
  • A. Peachtree City Elementary School
    Peachtree City Elementary School is a public elementary school located in Peachtree City, Georgia, serving early-grade students in the local community.
  • B. Stone Middle School
    Stone Middle School is a public middle school serving students in the Centreville area.
  • C. Oak Mountain Middle School
    Oak Mountain Middle School is a public middle school serving students in the Shelby County area of Alabama, recognized for its strong academics and extracurricular programs.
  • D. Piedmont Middle School
    Piedmont Middle School is a public middle school serving students in the Piedmont community, typically offering grades 6–8 with a focus on academic preparation for high school.
  • E. South Middle School
    South Middle School is a public middle school in Braintree, Massachusetts, serving students in the Braintree Public Schools district.
  • 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_69ca83e9d0e081908bdb71097201a06c completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccd9b69838819088f33ca995fce222 completed April 1, 2026, 8:39 a.m.
NED1 Entity disambiguation (via context triple) batch_69d0660839f88190afdfb8bc2d710fc3 completed April 4, 2026, 1:14 a.m.
NEDg Description generation batch_69d06770ccf08190b00bf35c16a80071 completed April 4, 2026, 1:20 a.m.
NED2 Entity disambiguation (via description) batch_69d06864b8c48190b8e08ab9c1c85c9a completed April 4, 2026, 1:24 a.m.
Created at: March 30, 2026, 7:27 p.m.