Triple
T14927936
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | City of Austell, Georgia (part) |
E372179
|
entity |
| Predicate | partiallyServedBy |
P84163
|
FINISHED |
| Object | Cobb County School District (for some Austell addresses) |
E369048
|
NE FINISHED |
How this triple was built (3 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: Cobb County School District (for some Austell addresses) | Statement: [City of Austell, Georgia (part), partiallyServedBy, Cobb County School District (for some Austell addresses)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cobb County School District (for some Austell addresses) Context triple: [City of Austell, Georgia (part), partiallyServedBy, Cobb County School District (for some Austell addresses)]
-
A.
Cobb County School District
chosen
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.
-
B.
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.
-
C.
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.
-
D.
Bleckley County School District
Bleckley County School District is a public school system serving students in and around Cochran in Bleckley County, Georgia.
-
E.
Barrow County School System
Barrow County School System is the public school district responsible for providing K–12 education to students in Barrow County, Georgia.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: partiallyServedBy Context triple: [City of Austell, Georgia (part), partiallyServedBy, Cobb County School District (for some Austell addresses)]
-
A.
partlyServedBy
chosen
Indicates that an entity is only partially provided, covered, or supported by another entity, rather than being fully served by it.
-
B.
servesPartOf
Indicates that one entity functions as a service or provider that operates within, or as a component of, another larger system or context.
-
C.
isServedAt
Indicates that something (such as food, drink, or a service) is provided or made available at a particular place or venue.
-
D.
isServedOn
Indicates that one item (typically food or drink) is presented or provided atop or together with a particular surface, container, or accompaniment.
-
E.
alsoServedBy
Indicates that the same service, function, or role is additionally provided or fulfilled by another entity alongside the primary one.
- F. None of above.
Provenance (4 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_69d85cc9da0c81908d583ca3f63a3908 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69ded634e67881909daec9eaef188d09 |
completed | April 15, 2026, 12:05 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe72c4f9c481909642efccb29f71d4 |
completed | May 8, 2026, 11:33 p.m. |
| PD | Predicate disambiguation | batch_69de9a52ba988190a26e268b4ea083ea |
completed | April 14, 2026, 7:49 p.m. |
Created at: April 10, 2026, 2:35 a.m.