Triple
T5032803
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Atlanta urban area |
E113345
|
entity |
| Predicate | hasMajorCity |
P316
|
FINISHED |
| Object |
Loganville
Loganville is a suburban city in the Atlanta metropolitan area known for its residential communities and small-town character.
|
E492242
|
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: Loganville | Statement: [Atlanta urban area, hasMajorCity, Loganville]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Loganville Context triple: [Atlanta urban area, hasMajorCity, Loganville]
-
A.
Glennville
Glennville is a small city in southeastern Georgia, United States, known for its agricultural surroundings and rural community character.
-
B.
Dawsonville
Dawsonville is a small city in north Georgia known for its gold rush history and strong ties to stock car racing and NASCAR culture.
-
C.
Ellijay
Ellijay is a small mountain town in northern Georgia known for its apple orchards, outdoor recreation, and historic role in the region’s gold-mining era.
-
D.
Cedartown
Cedartown is a small city in northwestern Georgia known historically for its location within the mineral-rich Georgia Gold Belt and its role as a local industrial and railroad hub.
-
E.
Graniteville
Graniteville is a residential neighborhood located within Richmond County, New York City, on Staten Island.
- 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: Loganville Triple: [Atlanta urban area, hasMajorCity, Loganville]
Generated description
Loganville is a suburban city in the Atlanta metropolitan area known for its residential communities and small-town character.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Loganville Target entity description: Loganville is a suburban city in the Atlanta metropolitan area known for its residential communities and small-town character.
-
A.
Glennville
Glennville is a small city in southeastern Georgia, United States, known for its agricultural surroundings and rural community character.
-
B.
Dawsonville
Dawsonville is a small city in north Georgia known for its gold rush history and strong ties to stock car racing and NASCAR culture.
-
C.
Ellijay
Ellijay is a small mountain town in northern Georgia known for its apple orchards, outdoor recreation, and historic role in the region’s gold-mining era.
-
D.
Cedartown
Cedartown is a small city in northwestern Georgia known historically for its location within the mineral-rich Georgia Gold Belt and its role as a local industrial and railroad hub.
-
E.
Graniteville
Graniteville is a residential neighborhood located within Richmond County, New York City, on Staten Island.
- 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_69bd443775e48190a646ffbfc4334723 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd73b4d1708190aa1fa63104555f8a |
completed | March 20, 2026, 4:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69beb0f21d308190adbac06397f90cee |
completed | March 21, 2026, 2:53 p.m. |
| NEDg | Description generation | batch_69beb2d2ea3c8190bebbe8008333ce1a |
completed | March 21, 2026, 3:01 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69beb340481481908ed524184d63f755 |
completed | March 21, 2026, 3:03 p.m. |
Created at: March 20, 2026, 1:36 p.m.