Triple

T8402304
Position Surface form Disambiguated ID Type / Status
Subject Dacula, Georgia E198402 entity
Predicate hasMiddleSchool P113 FINISHED
Object Dacula Middle School
Dacula Middle School is a public middle school serving students in the Dacula area of Gwinnett County, Georgia.
 E732449 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: Dacula Middle School | Statement: [Dacula, Georgia, hasMiddleSchool, Dacula Middle School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Dacula Middle School
Context triple: [Dacula, Georgia, hasMiddleSchool, Dacula Middle School]
  • A. Dacula High School
    Dacula High School is a public secondary school serving students in the Dacula area of Gwinnett County, Georgia.
  • B. Dunwoody High School
    Dunwoody High School is a public secondary school in Dunwoody, Georgia, best known for being the alma mater of television and radio personality Ryan Seacrest.
  • C. Chattahoochee Elementary School
    Chattahoochee Elementary School is a public elementary school serving young students in the Duluth, Georgia area.
  • D. Bleckley County Middle School
    Bleckley County Middle School is a public middle school serving students in the Bleckley County area of Cochran, Georgia.
  • E. Stone Middle School
    Stone Middle School is a public middle school serving students in the Centreville area.
  • 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: Dacula Middle School
Triple: [Dacula, Georgia, hasMiddleSchool, Dacula Middle School]
Generated description
Dacula Middle School is a public middle school serving students in the Dacula area of Gwinnett County, Georgia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Dacula Middle School
Target entity description: Dacula Middle School is a public middle school serving students in the Dacula area of Gwinnett County, Georgia.
  • A. Dacula High School
    Dacula High School is a public secondary school serving students in the Dacula area of Gwinnett County, Georgia.
  • B. Dunwoody High School
    Dunwoody High School is a public secondary school in Dunwoody, Georgia, best known for being the alma mater of television and radio personality Ryan Seacrest.
  • C. Chattahoochee Elementary School
    Chattahoochee Elementary School is a public elementary school serving young students in the Duluth, Georgia area.
  • D. Bleckley County Middle School
    Bleckley County Middle School is a public middle school serving students in the Bleckley County area of Cochran, Georgia.
  • E. Stone Middle School
    Stone Middle School is a public middle school serving students in the Centreville area.
  • 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_69ca8310df9c8190b25f16161cca3e41 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cb824efa5c81908ce816cdb8e1fcfb completed March 31, 2026, 8:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69ce02e129bc819081e6ea2dd43becba completed April 2, 2026, 5:47 a.m.
NEDg Description generation batch_69ce077f25648190b9a95fb72f5b4f8c completed April 2, 2026, 6:06 a.m.
NED2 Entity disambiguation (via description) batch_69ce08e192088190ad8170b1bedd568d completed April 2, 2026, 6:12 a.m.
Created at: March 30, 2026, 6:04 p.m.