Triple
T2513394
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nelson County, Kentucky |
E52751
|
entity |
| Predicate | hasUnincorporatedCommunity |
P6345
|
FINISHED |
| Object |
Nazareth, Kentucky
Nazareth, Kentucky is a small unincorporated community in Nelson County known for its historic Catholic institutions and rural setting.
|
E329021
|
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: Nazareth, Kentucky | Statement: [Nelson County, Kentucky, hasUnincorporatedCommunity, Nazareth, Kentucky]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nazareth, Kentucky Context triple: [Nelson County, Kentucky, hasUnincorporatedCommunity, Nazareth, Kentucky]
-
A.
Nonesuch, Kentucky
Nonesuch, Kentucky is a small unincorporated rural community located in Woodford County in the central Bluegrass region of the state.
-
B.
Muldraugh, Kentucky
Muldraugh, Kentucky is a small city in north-central Kentucky known for its proximity to Fort Knox and its location along U.S. Route 31W.
-
C.
Radcliff, Kentucky
Radcliff, Kentucky is a city in north-central Kentucky closely associated with the nearby Fort Knox military installation and serving as one of the main urban centers in the Elizabethtown–Fort Knox region.
-
D.
Hebron, Kentucky
Hebron, Kentucky is a suburban community in Boone County near Cincinnati, best known as the home of the Cincinnati/Northern Kentucky International Airport.
-
E.
Bloomfield, Kentucky
Bloomfield, Kentucky is a small historic city located in central Kentucky that serves as one of the communities within Nelson 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: Nazareth, Kentucky Triple: [Nelson County, Kentucky, hasUnincorporatedCommunity, Nazareth, Kentucky]
Generated description
Nazareth, Kentucky is a small unincorporated community in Nelson County known for its historic Catholic institutions and rural setting.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nazareth, Kentucky Target entity description: Nazareth, Kentucky is a small unincorporated community in Nelson County known for its historic Catholic institutions and rural setting.
-
A.
Nonesuch, Kentucky
Nonesuch, Kentucky is a small unincorporated rural community located in Woodford County in the central Bluegrass region of the state.
-
B.
Muldraugh, Kentucky
Muldraugh, Kentucky is a small city in north-central Kentucky known for its proximity to Fort Knox and its location along U.S. Route 31W.
-
C.
Radcliff, Kentucky
Radcliff, Kentucky is a city in north-central Kentucky closely associated with the nearby Fort Knox military installation and serving as one of the main urban centers in the Elizabethtown–Fort Knox region.
-
D.
Hebron, Kentucky
Hebron, Kentucky is a suburban community in Boone County near Cincinnati, best known as the home of the Cincinnati/Northern Kentucky International Airport.
-
E.
Bloomfield, Kentucky
chosen
Bloomfield, Kentucky is a small historic city located in central Kentucky that serves as one of the communities within Nelson County.
- F. None of above.
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_69ab4958e76481908a235377dd921c9e |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abd20b6d008190acec0eb172e218c9 |
completed | March 7, 2026, 7:21 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b24ab711808190a7da65abdc663cb4 |
completed | March 12, 2026, 5:10 a.m. |
| NEDg | Description generation | batch_69b24c78cb408190948f715254175cff |
completed | March 12, 2026, 5:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b24d2ce888819087cc7c3f5db0e859 |
completed | March 12, 2026, 5:20 a.m. |
Created at: March 6, 2026, 9:46 p.m.