Triple
T3561274
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cobb County, Georgia |
E75343
|
entity |
| Predicate | containsCensusDesignatedPlace |
P15303
|
FINISHED |
| Object |
Fair Oaks, Georgia
Fair Oaks, Georgia is a small unincorporated community and census-designated place in the Atlanta metropolitan area.
|
E385012
|
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: Fair Oaks, Georgia | Statement: [Cobb County, Georgia, containsCensusDesignatedPlace, Fair Oaks, Georgia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fair Oaks, Georgia Context triple: [Cobb County, Georgia, containsCensusDesignatedPlace, Fair Oaks, Georgia]
-
A.
Oakwood, Georgia
Oakwood, Georgia is a small city in Hall County that forms part of the Gainesville metropolitan area in the northern region of the state.
-
B.
Arlington, Georgia
Arlington, Georgia is a small rural city in the southwestern part of the state known historically for its agricultural economy and tight-knit community.
-
C.
Grovetown, Georgia
Grovetown, Georgia is a small but rapidly growing city in the Augusta metropolitan area in eastern Georgia.
-
D.
Hapeville, Georgia
Hapeville, Georgia is a small city in the Atlanta metropolitan area known for its proximity to Hartsfield–Jackson Atlanta International Airport and its historic downtown.
-
E.
Fairburn, Georgia
Fairburn, Georgia is a small city in the Atlanta metropolitan area known for its historic downtown and role as a growing suburban community.
- 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: Fair Oaks, Georgia Triple: [Cobb County, Georgia, containsCensusDesignatedPlace, Fair Oaks, Georgia]
Generated description
Fair Oaks, Georgia is a small unincorporated community and census-designated place in the Atlanta metropolitan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fair Oaks, Georgia Target entity description: Fair Oaks, Georgia is a small unincorporated community and census-designated place in the Atlanta metropolitan area.
-
A.
Oakwood, Georgia
Oakwood, Georgia is a small city in Hall County that forms part of the Gainesville metropolitan area in the northern region of the state.
-
B.
Arlington, Georgia
Arlington, Georgia is a small rural city in the southwestern part of the state known historically for its agricultural economy and tight-knit community.
-
C.
Grovetown, Georgia
Grovetown, Georgia is a small but rapidly growing city in the Augusta metropolitan area in eastern Georgia.
-
D.
Hapeville, Georgia
Hapeville, Georgia is a small city in the Atlanta metropolitan area known for its proximity to Hartsfield–Jackson Atlanta International Airport and its historic downtown.
-
E.
Fairburn, Georgia
Fairburn, Georgia is a small city in the Atlanta metropolitan area known for its historic downtown and role as a growing suburban community.
- 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_69ad85d45090819086f34fb85d850a1e |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc08ac1b0819082021ecdd0061dc3 |
completed | March 8, 2026, 6:31 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4daf2b170819095a337246675e4c4 |
completed | March 14, 2026, 3:50 a.m. |
| NEDg | Description generation | batch_69b4df3ea76081908265c097acc22379 |
completed | March 14, 2026, 4:08 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4dff10c4481908f180748ad77b2d4 |
completed | March 14, 2026, 4:11 a.m. |
Created at: March 8, 2026, 3:21 p.m.