Triple
T4819734
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chattahoochee County, Georgia |
E107678
|
entity |
| Predicate | hasEducationServices |
P37097
|
FINISHED |
| Object |
Chattahoochee County School District
Chattahoochee County School District is the public school system responsible for providing K–12 education to students in Chattahoochee County, Georgia.
|
E471956
|
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: Chattahoochee County School District | Statement: [Chattahoochee County, Georgia, hasEducationServices, Chattahoochee County School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chattahoochee County School District Context triple: [Chattahoochee County, Georgia, hasEducationServices, Chattahoochee County School District]
-
A.
Cherokee County School District
Cherokee County School District is a public school system serving students in Cherokee County, Georgia, operating multiple elementary, middle, and high schools across the county.
-
B.
Blount County School District
Blount County School District is a public school system serving students in Blount County, Tennessee, including the city of Maryville.
-
C.
Forsyth County Schools
Forsyth County Schools is the public school district serving students in Forsyth County, Georgia, operating multiple elementary, middle, and high schools in the area.
-
D.
Grady County School District
Grady County School District is a public school system that provides K–12 education to students in Grady County, Georgia.
-
E.
Ware County School District
Ware County School District is a public school system in southeastern Georgia that provides K–12 education to students in and around the city of Waycross.
- 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: Chattahoochee County School District Triple: [Chattahoochee County, Georgia, hasEducationServices, Chattahoochee County School District]
Generated description
Chattahoochee County School District is the public school system responsible for providing K–12 education to students in Chattahoochee County, Georgia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chattahoochee County School District Target entity description: Chattahoochee County School District is the public school system responsible for providing K–12 education to students in Chattahoochee County, Georgia.
-
A.
Cherokee County School District
Cherokee County School District is a public school system serving students in Cherokee County, Georgia, operating multiple elementary, middle, and high schools across the county.
-
B.
Blount County School District
Blount County School District is a public school system serving students in Blount County, Tennessee, including the city of Maryville.
-
C.
Forsyth County Schools
Forsyth County Schools is the public school district serving students in Forsyth County, Georgia, operating multiple elementary, middle, and high schools in the area.
-
D.
Grady County School District
Grady County School District is a public school system that provides K–12 education to students in Grady County, Georgia.
-
E.
Ware County School District
Ware County School District is a public school system in southeastern Georgia that provides K–12 education to students in and around the city of Waycross.
- 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_69bd43f9efa081908314cb3e94fa1695 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd6c98358081908ed43425af667a98 |
completed | March 20, 2026, 3:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be4dbbfe588190bae0aca210bea2bc |
completed | March 21, 2026, 7:50 a.m. |
| NEDg | Description generation | batch_69be4f6ceb60819080dc1ee93950a7f0 |
completed | March 21, 2026, 7:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be4fbc83188190af2c9767aa9272a7 |
completed | March 21, 2026, 7:58 a.m. |
Created at: March 20, 2026, 1:24 p.m.