Triple
T5023292
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Laurens County, Georgia |
E112908
|
entity |
| Predicate | hasUnincorporatedCommunity |
P6345
|
FINISHED |
| Object |
Montrose, Georgia
Montrose, Georgia is a small rural community located in central Georgia within Laurens County.
|
E486109
|
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: Montrose, Georgia | Statement: [Laurens County, Georgia, hasUnincorporatedCommunity, Montrose, Georgia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Montrose, Georgia Context triple: [Laurens County, Georgia, hasUnincorporatedCommunity, Montrose, Georgia]
-
A.
Morrow, Georgia
Morrow, Georgia is a small suburban city in the Atlanta metropolitan area known for housing Clayton State University and various retail and commercial centers.
-
B.
St. Marys, Georgia
St. Marys, Georgia is a historic coastal town in southeastern Georgia known as a gateway to Cumberland Island and the surrounding marshes and waterways.
-
C.
Townsend, Georgia
Townsend, Georgia is a small unincorporated community in coastal southeastern Georgia known for its rural character and proximity to marshlands and waterways.
-
D.
Midville, Georgia
Midville, Georgia is a small rural city located in eastern Georgia within Burke County, known for its historic character and agricultural surroundings.
-
E.
Monroe, Georgia
Monroe, Georgia is a small city in Walton County that serves as a historic community and local economic center within the greater Atlanta metropolitan region.
- 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: Montrose, Georgia Triple: [Laurens County, Georgia, hasUnincorporatedCommunity, Montrose, Georgia]
Generated description
Montrose, Georgia is a small rural community located in central Georgia within Laurens County.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Montrose, Georgia Target entity description: Montrose, Georgia is a small rural community located in central Georgia within Laurens County.
-
A.
Morrow, Georgia
Morrow, Georgia is a small suburban city in the Atlanta metropolitan area known for housing Clayton State University and various retail and commercial centers.
-
B.
St. Marys, Georgia
St. Marys, Georgia is a historic coastal town in southeastern Georgia known as a gateway to Cumberland Island and the surrounding marshes and waterways.
-
C.
Townsend, Georgia
Townsend, Georgia is a small unincorporated community in coastal southeastern Georgia known for its rural character and proximity to marshlands and waterways.
-
D.
Midville, Georgia
Midville, Georgia is a small rural city located in eastern Georgia within Burke County, known for its historic character and agricultural surroundings.
-
E.
Monroe, Georgia
Monroe, Georgia is a small city in Walton County that serves as a historic community and local economic center within the greater Atlanta metropolitan region.
- 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_69bd4435c2f48190be593158cbfcf8a3 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd73670578819099a56112950708a8 |
completed | March 20, 2026, 4:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be9286bb28819095ca0ec858061419 |
completed | March 21, 2026, 12:43 p.m. |
| NEDg | Description generation | batch_69be933f3ed08190a128c1b3c9b3b1c3 |
completed | March 21, 2026, 12:46 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69be940b2eac819099001d403501afac |
completed | March 21, 2026, 12:50 p.m. |
Created at: March 20, 2026, 1:36 p.m.