Triple
T7549137
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Duluth, Georgia |
E178482
|
entity |
| Predicate | borderedBy |
P224
|
FINISHED |
| Object |
Berkeley Lake, Georgia
Berkeley Lake, Georgia is a small, affluent residential city in Gwinnett County known for its wooded neighborhoods and the private lake at its center.
|
E671464
|
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: Berkeley Lake, Georgia | Statement: [Duluth, Georgia, borderedBy, Berkeley Lake, Georgia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Berkeley Lake, Georgia Context triple: [Duluth, Georgia, borderedBy, Berkeley Lake, Georgia]
-
A.
Pine Lake, Georgia
Pine Lake, Georgia is a small residential city in the Atlanta metropolitan area known for its namesake lake, wooded setting, and tight-knit community.
-
B.
Oak Mountain Lake
Oak Mountain Lake is a scenic recreational lake within Alabama’s Oak Mountain State Park, popular for fishing, boating, and lakeside activities.
-
C.
Lake Lanier
Lake Lanier is a large man-made reservoir in northern Georgia known for recreation, boating, and serving as a major water supply for the Atlanta metropolitan area.
-
D.
Sickla Lake
Sickla Lake is a small urban lake in the Sickla area of Stockholm, Sweden, known for its recreational surroundings and proximity to residential and commercial districts.
-
E.
Lake Allatoona
Lake Allatoona is a large reservoir in northwestern Georgia popular for boating, fishing, and outdoor recreation.
- 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: Berkeley Lake, Georgia Triple: [Duluth, Georgia, borderedBy, Berkeley Lake, Georgia]
Generated description
Berkeley Lake, Georgia is a small, affluent residential city in Gwinnett County known for its wooded neighborhoods and the private lake at its center.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Berkeley Lake, Georgia Target entity description: Berkeley Lake, Georgia is a small, affluent residential city in Gwinnett County known for its wooded neighborhoods and the private lake at its center.
-
A.
Pine Lake, Georgia
Pine Lake, Georgia is a small residential city in the Atlanta metropolitan area known for its namesake lake, wooded setting, and tight-knit community.
-
B.
Oak Mountain Lake
Oak Mountain Lake is a scenic recreational lake within Alabama’s Oak Mountain State Park, popular for fishing, boating, and lakeside activities.
-
C.
Lake Lanier
Lake Lanier is a large man-made reservoir in northern Georgia known for recreation, boating, and serving as a major water supply for the Atlanta metropolitan area.
-
D.
Sickla Lake
Sickla Lake is a small urban lake in the Sickla area of Stockholm, Sweden, known for its recreational surroundings and proximity to residential and commercial districts.
-
E.
Lake Allatoona
Lake Allatoona is a large reservoir in northwestern Georgia popular for boating, fishing, and outdoor recreation.
- 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_69c69f2cbe08819088f9eb0c03ef529b |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f8b35ba481908e1e5bbf329daa33 |
completed | March 27, 2026, 9:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c84f2b0de48190a854b4d4935c2254 |
completed | March 28, 2026, 9:59 p.m. |
| NEDg | Description generation | batch_69c85188f2648190abf2224cf272f5ac |
completed | March 28, 2026, 10:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c85238850081908fc50fa9c0f6c767 |
completed | March 28, 2026, 10:12 p.m. |
Created at: March 27, 2026, 3:49 p.m.