Triple

T2945933
Position Surface form Disambiguated ID Type / Status
Subject Union City, Georgia E79499 entity
Predicate hasSchoolDistrict P226 FINISHED
Object Fulton County School System
Fulton County School System is a large public school district in the Atlanta metropolitan area that serves students across much of Fulton County, Georgia.
 E312434 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: Fulton County School System | Statement: [Union City, Georgia, hasSchoolDistrict, Fulton County School System]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fulton County School System
Context triple: [Union City, Georgia, hasSchoolDistrict, Fulton County School System]
  • A. Clayton County Public Schools
    Clayton County Public Schools is the public school district serving students in Clayton County, Georgia, operating numerous elementary, middle, and high schools across the county.
  • B. Shelby County Schools
    Shelby County Schools is a public school district in Alabama that historically served multiple communities in Shelby County before some, such as Alabaster, formed their own separate systems.
  • C. Henry County Schools
    Henry County Schools is the public school district serving students in Henry County, Georgia, including the city of Stockbridge.
  • D. Blount County School District
    Blount County School District is a public school system serving students in Blount County, Tennessee, including the city of Maryville.
  • E. Jefferson County School District
    Jefferson County School District is the public education system serving students in Jefferson County, Florida.
  • 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: Fulton County School System
Triple: [Union City, Georgia, hasSchoolDistrict, Fulton County School System]
Generated description
Fulton County School System is a large public school district in the Atlanta metropolitan area that serves students across much of Fulton County, Georgia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Fulton County School System
Target entity description: Fulton County School System is a large public school district in the Atlanta metropolitan area that serves students across much of Fulton County, Georgia.
  • A. Clayton County Public Schools
    Clayton County Public Schools is the public school district serving students in Clayton County, Georgia, operating numerous elementary, middle, and high schools across the county.
  • B. Shelby County Schools
    Shelby County Schools is a public school district in Alabama that historically served multiple communities in Shelby County before some, such as Alabaster, formed their own separate systems.
  • C. Henry County Schools
    Henry County Schools is the public school district serving students in Henry County, Georgia, including the city of Stockbridge.
  • D. Blount County School District
    Blount County School District is a public school system serving students in Blount County, Tennessee, including the city of Maryville.
  • E. Jefferson County School District
    Jefferson County School District is the public education system serving students in Jefferson County, Florida.
  • 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_69ad8b1089588190b74d9e2505e45762 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad98b3f86c819094526c2af611bfb5 completed March 8, 2026, 3:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69b08692105c81908a3a146376b7417f completed March 10, 2026, 9:01 p.m.
NEDg Description generation batch_69b0d55128fc8190919354199e4c21bf completed March 11, 2026, 2:37 a.m.
NED2 Entity disambiguation (via description) batch_69b0d5f35adc81909af0a7cafbeb92de completed March 11, 2026, 2:39 a.m.
Created at: March 8, 2026, 2:56 p.m.