Triple
T8365703
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cumming |
E197120
|
entity |
| Predicate | hasPublicSchoolSystem |
P226
|
FINISHED |
| Object | Forsyth County Schools |
E377803
|
NE FINISHED |
How this triple was built (2 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: Forsyth County Schools | Statement: [Cumming, hasPublicSchoolSystem, Forsyth County Schools]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Forsyth County Schools Context triple: [Cumming, hasPublicSchoolSystem, Forsyth County Schools]
-
A.
Forsyth County Schools
chosen
Forsyth County Schools is the public school district serving students in Forsyth County, Georgia, operating multiple elementary, middle, and high schools in the area.
-
B.
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.
-
C.
Gwinnett County Public Schools
Gwinnett County Public Schools is a large public school district in Georgia known for its extensive network of schools and strong academic performance.
-
D.
Cobb County School District
Cobb County School District is a large public school system serving students in Cobb County, Georgia, and is one of the biggest and most influential districts in the state.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca82f2dbe48190aba982e75a0d94de |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb808bc22481909ce2f8b48cc95806 |
completed | March 31, 2026, 8:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cde7c747b48190b1979b4eaf281df5 |
completed | April 2, 2026, 3:51 a.m. |
Created at: March 30, 2026, 6 p.m.