Triple
T21548850
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Valdosta Metropolitan Statistical Area |
E531704
|
entity |
| Predicate | containsTown |
P847
|
FINISHED |
| Object |
Twin Lakes, Georgia
Twin Lakes, Georgia is a small unincorporated community in Lowndes County that forms part of the Valdosta metropolitan area in southern Georgia.
|
E1490545
|
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: Twin Lakes, Georgia | Statement: [Valdosta Metropolitan Statistical Area, containsTown, Twin Lakes, Georgia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Twin Lakes, Georgia Context triple: [Valdosta Metropolitan Statistical Area, containsTown, Twin Lakes, 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.
Lake Park, Georgia
Lake Park, Georgia is a small city in southern Georgia known for its proximity to the Florida border and its role as part of the Valdosta metropolitan area.
-
C.
Lake City, Georgia
Lake City, Georgia is a small suburban city in the Atlanta metropolitan area known for its residential character and proximity to major transportation routes.
-
D.
Ochlocknee, Georgia
Ochlocknee, Georgia is a small rural town in southern Georgia known for its agricultural community and annual Old South Day festival.
-
E.
Luthersville, Georgia
Luthersville, Georgia is a small incorporated city in west-central Georgia that serves as one of the primary communities within Meriwether County.
- 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: Twin Lakes, Georgia Triple: [Valdosta Metropolitan Statistical Area, containsTown, Twin Lakes, Georgia]
Generated description
Twin Lakes, Georgia is a small unincorporated community in Lowndes County that forms part of the Valdosta metropolitan area in southern Georgia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Twin Lakes, Georgia Target entity description: Twin Lakes, Georgia is a small unincorporated community in Lowndes County that forms part of the Valdosta metropolitan area in southern 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.
Lake Park, Georgia
Lake Park, Georgia is a small city in southern Georgia known for its proximity to the Florida border and its role as part of the Valdosta metropolitan area.
-
C.
Lake City, Georgia
Lake City, Georgia is a small suburban city in the Atlanta metropolitan area known for its residential character and proximity to major transportation routes.
-
D.
Ochlocknee, Georgia
Ochlocknee, Georgia is a small rural town in southern Georgia known for its agricultural community and annual Old South Day festival.
-
E.
Luthersville, Georgia
Luthersville, Georgia is a small incorporated city in west-central Georgia that serves as one of the primary communities within Meriwether County.
- 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_69e0c45f17148190949c330ab9c27706 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69eeb590bb0881908cd849096696db10 |
completed | April 27, 2026, 1:02 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a09eedf8e888190953f55c2e4f6b021 |
completed | May 17, 2026, 4:37 p.m. |
| NEDg | Description generation | batch_6a09f198f9448190912060dbba608ded |
completed | May 17, 2026, 4:49 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09f22264108190ac07cee73b91befb |
completed | May 17, 2026, 4:51 p.m. |
Created at: April 16, 2026, 6:28 p.m.