Triple
T17983935
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Buford, Georgia |
E430175
|
entity |
| Predicate | hasSchoolDistrict |
P226
|
FINISHED |
| Object |
Buford City Schools
Buford City Schools is a public school district serving students in the city of Buford, Georgia, known for strong academic performance and comprehensive K–12 education.
|
E1300042
|
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: Buford City Schools | Statement: [Buford, Georgia, hasSchoolDistrict, Buford City Schools]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Buford City Schools Context triple: [Buford, Georgia, hasSchoolDistrict, Buford City Schools]
-
A.
Floyd County School District
Floyd County School District is the public school system responsible for providing K–12 education to students residing in Floyd County.
-
B.
Butler County School System
Butler County School System is the public school district serving students in and around Greenville and the broader Butler County area in Alabama.
-
C.
Henry County Schools
Henry County Schools is the public school district serving students in Henry County, Georgia, including the city of Stockbridge.
-
D.
Bryan County Schools
Bryan County Schools is the public school district that operates and manages schools throughout Bryan County, Georgia, including those serving the community of Richmond Hill.
-
E.
Douglas County School System
Douglas County School System is the public school district responsible for providing K–12 education to students in Douglas County, Georgia.
- 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: Buford City Schools Triple: [Buford, Georgia, hasSchoolDistrict, Buford City Schools]
Generated description
Buford City Schools is a public school district serving students in the city of Buford, Georgia, known for strong academic performance and comprehensive K–12 education.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Buford City Schools Target entity description: Buford City Schools is a public school district serving students in the city of Buford, Georgia, known for strong academic performance and comprehensive K–12 education.
-
A.
Floyd County School District
Floyd County School District is the public school system responsible for providing K–12 education to students residing in Floyd County.
-
B.
Butler County School System
Butler County School System is the public school district serving students in and around Greenville and the broader Butler County area in Alabama.
-
C.
Henry County Schools
Henry County Schools is the public school district serving students in Henry County, Georgia, including the city of Stockbridge.
-
D.
Bryan County Schools
Bryan County Schools is the public school district that operates and manages schools throughout Bryan County, Georgia, including those serving the community of Richmond Hill.
-
E.
Douglas County School System
Douglas County School System is the public school district responsible for providing K–12 education to students in Douglas County, Georgia.
- 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_69d8b90364248190a37381adea932f42 |
completed | April 10, 2026, 8:46 a.m. |
| NER | Named-entity recognition | batch_69e4b2992fe481908c0d2757b4de5bad |
completed | April 19, 2026, 10:46 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0337a70d808190a86d49ee85adf4c5 |
completed | May 12, 2026, 2:22 p.m. |
| NEDg | Description generation | batch_6a033ca5e4c08190b7de8ab2d4fb8e3b |
completed | May 12, 2026, 2:43 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a033daf5b948190926f2925b8e3cc84 |
completed | May 12, 2026, 2:48 p.m. |
Created at: April 10, 2026, 10:23 a.m.