Triple
T3688268
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gwinnett County, Georgia |
E78277
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Lilburn, Georgia
Lilburn, Georgia is a suburban city in the Atlanta metropolitan area known for its diverse community and family-oriented neighborhoods.
|
E390857
|
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: Lilburn, Georgia | Statement: [Gwinnett County, Georgia, contains, Lilburn, Georgia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lilburn, Georgia Context triple: [Gwinnett County, Georgia, contains, Lilburn, Georgia]
-
A.
Lithonia, Georgia
Lithonia, Georgia is a small city in the eastern Atlanta metropolitan area known historically for its granite quarries and African American heritage.
-
B.
Ball Ground, Georgia
Ball Ground, Georgia is a small historic city in northern Georgia known for its scenic setting in the foothills of the Appalachian Mountains and its roots in the Cherokee Nation.
-
C.
Springfield, Georgia
Springfield, Georgia is a small city in Effingham County that serves as a residential and community hub within the greater Savannah metropolitan region.
-
D.
Norcross, Georgia
Norcross, Georgia is a historic suburban city in Gwinnett County known for its revitalized downtown, diverse community, and proximity to Atlanta.
-
E.
Milton, Georgia
Milton, Georgia is a suburban city in the northern Atlanta metropolitan area known for its affluent residential communities, equestrian estates, and semi-rural character.
- 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: Lilburn, Georgia Triple: [Gwinnett County, Georgia, contains, Lilburn, Georgia]
Generated description
Lilburn, Georgia is a suburban city in the Atlanta metropolitan area known for its diverse community and family-oriented neighborhoods.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lilburn, Georgia Target entity description: Lilburn, Georgia is a suburban city in the Atlanta metropolitan area known for its diverse community and family-oriented neighborhoods.
-
A.
Lithonia, Georgia
Lithonia, Georgia is a small city in the eastern Atlanta metropolitan area known historically for its granite quarries and African American heritage.
-
B.
Ball Ground, Georgia
Ball Ground, Georgia is a small historic city in northern Georgia known for its scenic setting in the foothills of the Appalachian Mountains and its roots in the Cherokee Nation.
-
C.
Springfield, Georgia
Springfield, Georgia is a small city in Effingham County that serves as a residential and community hub within the greater Savannah metropolitan region.
-
D.
Norcross, Georgia
Norcross, Georgia is a historic suburban city in Gwinnett County known for its revitalized downtown, diverse community, and proximity to Atlanta.
-
E.
Milton, Georgia
Milton, Georgia is a suburban city in the northern Atlanta metropolitan area known for its affluent residential communities, equestrian estates, and semi-rural character.
- 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_69ad85e285a081908f8cbfa9e2ed9b75 |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc4c960788190b73ede08658846aa |
completed | March 8, 2026, 6:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4fafdfe108190a808364578d5edd1 |
completed | March 14, 2026, 6:06 a.m. |
| NEDg | Description generation | batch_69b4fc2c5e9c8190b28250762fe1477d |
completed | March 14, 2026, 6:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4fcc395ec8190a781e982b935c2f6 |
completed | March 14, 2026, 6:14 a.m. |
Created at: March 8, 2026, 3:26 p.m.