Triple
T3598615
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Alpharetta, Georgia |
E76199
|
entity |
| Predicate | hasAttraction |
P105
|
FINISHED |
| Object |
Downtown Alpharetta
Downtown Alpharetta is a revitalized city center in Alpharetta, Georgia, known for its walkable streets, dining, shopping, and community events.
|
E76199
|
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: Downtown Alpharetta | Statement: [Alpharetta, Georgia, hasAttraction, Downtown Alpharetta]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Downtown Alpharetta Context triple: [Alpharetta, Georgia, hasAttraction, Downtown Alpharetta]
-
A.
Alpharetta, Georgia
Alpharetta, Georgia is a suburban city in the Atlanta metropolitan area known for its affluent neighborhoods, thriving tech and business sector, and highly rated schools.
-
B.
Midtown Atlanta
Midtown Atlanta is a vibrant commercial and cultural district in Atlanta, Georgia, known for its arts institutions, high-rise skyline, and bustling urban lifestyle.
-
C.
Downtown Atlanta
Downtown Atlanta is the central business district and urban core of Atlanta, Georgia, known for its high-rise skyline, major sports and entertainment venues, and cultural and educational institutions.
-
D.
Buckhead
Buckhead is an affluent, upscale district in Atlanta known for its luxury shopping, dining, and high-rise residential and commercial developments.
-
E.
Ellenwood, Georgia
Ellenwood, Georgia is an unincorporated suburban community in the Atlanta metropolitan area spanning parts of Henry and neighboring counties.
- 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: Downtown Alpharetta Triple: [Alpharetta, Georgia, hasAttraction, Downtown Alpharetta]
Generated description
Downtown Alpharetta is a revitalized city center in Alpharetta, Georgia, known for its walkable streets, dining, shopping, and community events.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Downtown Alpharetta Target entity description: Downtown Alpharetta is a revitalized city center in Alpharetta, Georgia, known for its walkable streets, dining, shopping, and community events.
-
A.
Alpharetta, Georgia
chosen
Alpharetta, Georgia is a suburban city in the Atlanta metropolitan area known for its affluent neighborhoods, thriving tech and business sector, and highly rated schools.
-
B.
Midtown Atlanta
Midtown Atlanta is a vibrant commercial and cultural district in Atlanta, Georgia, known for its arts institutions, high-rise skyline, and bustling urban lifestyle.
-
C.
Downtown Atlanta
Downtown Atlanta is the central business district and urban core of Atlanta, Georgia, known for its high-rise skyline, major sports and entertainment venues, and cultural and educational institutions.
-
D.
Buckhead
Buckhead is an affluent, upscale district in Atlanta known for its luxury shopping, dining, and high-rise residential and commercial developments.
-
E.
Ellenwood, Georgia
Ellenwood, Georgia is an unincorporated suburban community in the Atlanta metropolitan area spanning parts of Henry and neighboring counties.
- F. None of above.
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_69ad85d93dcc819094fba90cf70f4996 |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc19e9e98819094455cb3c4efcb9a |
completed | March 8, 2026, 6:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b40316ebdc819088eb21b7087fb7e7 |
completed | March 13, 2026, 12:29 p.m. |
| NEDg | Description generation | batch_69b406f095488190b4543fa8008fe86c |
completed | March 13, 2026, 12:45 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b408744dcc819081308b7182a40c88 |
completed | March 13, 2026, 12:52 p.m. |
Created at: March 8, 2026, 3:22 p.m.