Triple
T1125520
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Georgia State Route 316 |
E24710
|
entity |
| Predicate | nearbyCity |
P350
|
FINISHED |
| Object |
Lawrenceville, Georgia
Lawrenceville, Georgia is a suburban city northeast of Atlanta that serves as the county seat of Gwinnett County and a major commercial and residential hub in the metropolitan area.
|
E196322
|
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: Lawrenceville, Georgia | Statement: [Georgia State Route 316, nearbyCity, Lawrenceville, Georgia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lawrenceville, Georgia Context triple: [Georgia State Route 316, nearbyCity, Lawrenceville, Georgia]
-
A.
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.
-
B.
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.
-
C.
Forsyth, Georgia
Forsyth, Georgia is a small city in Monroe County known for its historic downtown, role as a regional crossroads, and proximity to Macon in central Georgia.
-
D.
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.
-
E.
Newnan, Georgia
Newnan, Georgia is a historic city in west-central Georgia, known for its well-preserved antebellum architecture and role as a regional economic and cultural center.
- 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: Lawrenceville, Georgia Triple: [Georgia State Route 316, nearbyCity, Lawrenceville, Georgia]
Generated description
Lawrenceville, Georgia is a suburban city northeast of Atlanta that serves as the county seat of Gwinnett County and a major commercial and residential hub in the metropolitan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lawrenceville, Georgia Target entity description: Lawrenceville, Georgia is a suburban city northeast of Atlanta that serves as the county seat of Gwinnett County and a major commercial and residential hub in the metropolitan area.
-
A.
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.
-
B.
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.
-
C.
Forsyth, Georgia
Forsyth, Georgia is a small city in Monroe County known for its historic downtown, role as a regional crossroads, and proximity to Macon in central Georgia.
-
D.
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.
-
E.
Newnan, Georgia
Newnan, Georgia is a historic city in west-central Georgia, known for its well-preserved antebellum architecture and role as a regional economic and cultural center.
- 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_69a4940712c88190aa244f3fc6070a65 |
completed | March 1, 2026, 7:31 p.m. |
| NER | Named-entity recognition | batch_69a4bbdaf2d4819086f480f69da127f9 |
completed | March 1, 2026, 10:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ada0b527dc819085f7b3ff85170e16 |
completed | March 8, 2026, 4:15 p.m. |
| NEDg | Description generation | batch_69ada1e13d408190b393c00c331125a2 |
completed | March 8, 2026, 4:20 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ada292a34c8190a566c2909342ab27 |
completed | March 8, 2026, 4:23 p.m. |
Created at: March 1, 2026, 7:44 p.m.