Triple
T7741002
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cobb, Georgia |
E175508
|
entity |
| Predicate | locatedNear |
P294
|
FINISHED |
| Object |
Lake Blackshear
Lake Blackshear is a large reservoir on the Flint River in south-central Georgia, popular for fishing, boating, and recreation and bordered by Lake Blackshear Resort & Golf Club and Georgia Veterans State Park.
|
E686399
|
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: Lake Blackshear | Statement: [Cobb, Georgia, locatedNear, Lake Blackshear]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lake Blackshear Context triple: [Cobb, Georgia, locatedNear, Lake Blackshear]
-
A.
Lake Welch
Lake Welch is a popular recreational lake in New York’s Harriman State Park, known for its large sandy beach, swimming, and picnicking facilities.
-
B.
Winyah Bay
Winyah Bay is a large coastal estuary on the South Carolina coast where several rivers converge before emptying into the Atlantic Ocean.
-
C.
Lake Barkley
Lake Barkley is a large reservoir in western Kentucky and Tennessee known for boating, fishing, and recreation as part of the Land Between the Lakes region.
-
D.
Lake Lurleen
Lake Lurleen is a reservoir in Tuscaloosa County, Alabama, best known as the central feature and namesake of Lake Lurleen State Park.
-
E.
Apalachicola Bay
Apalachicola Bay is a shallow estuarine bay on Florida’s Gulf Coast known for its rich biodiversity and historically significant oyster fisheries.
- 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: Lake Blackshear Triple: [Cobb, Georgia, locatedNear, Lake Blackshear]
Generated description
Lake Blackshear is a large reservoir on the Flint River in south-central Georgia, popular for fishing, boating, and recreation and bordered by Lake Blackshear Resort & Golf Club and Georgia Veterans State Park.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lake Blackshear Target entity description: Lake Blackshear is a large reservoir on the Flint River in south-central Georgia, popular for fishing, boating, and recreation and bordered by Lake Blackshear Resort & Golf Club and Georgia Veterans State Park.
-
A.
Lake Welch
Lake Welch is a popular recreational lake in New York’s Harriman State Park, known for its large sandy beach, swimming, and picnicking facilities.
-
B.
Winyah Bay
Winyah Bay is a large coastal estuary on the South Carolina coast where several rivers converge before emptying into the Atlantic Ocean.
-
C.
Lake Barkley
Lake Barkley is a large reservoir in western Kentucky and Tennessee known for boating, fishing, and recreation as part of the Land Between the Lakes region.
-
D.
Lake Lurleen
Lake Lurleen is a reservoir in Tuscaloosa County, Alabama, best known as the central feature and namesake of Lake Lurleen State Park.
-
E.
Apalachicola Bay
Apalachicola Bay is a shallow estuarine bay on Florida’s Gulf Coast known for its rich biodiversity and historically significant oyster fisheries.
- 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_69c6995f9c60819092e386192bd63c6f |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c7035df9348190ad3f3d845207bf4d |
completed | March 27, 2026, 10:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8be454e708190b410dada4f4f1e97 |
completed | March 29, 2026, 5:53 a.m. |
| NEDg | Description generation | batch_69c8bface14c8190a78d7ed43316bffd |
completed | March 29, 2026, 5:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8c02e7a548190b2c5ad84e4c3f1fb |
completed | March 29, 2026, 6:01 a.m. |
Created at: March 27, 2026, 4:07 p.m.