Triple
T2824126
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Grayson County, Kentucky |
E54879
|
entity |
| Predicate | hasCommunity |
P2605
|
FINISHED |
| Object |
Clarkson, Kentucky
Clarkson, Kentucky is a small home rule-class city in Grayson County known for its rural character and local community events in central Kentucky.
|
E376194
|
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: Clarkson, Kentucky | Statement: [Grayson County, Kentucky, hasCommunity, Clarkson, Kentucky]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Clarkson, Kentucky Context triple: [Grayson County, Kentucky, hasCommunity, Clarkson, Kentucky]
-
A.
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.
-
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.
Shively, Kentucky
Shively, Kentucky is a home rule-class city in Jefferson County that functions as a residential suburb of Louisville.
-
D.
Bloomfield, Kentucky
Bloomfield, Kentucky is a small historic city located in central Kentucky that serves as one of the communities within Nelson County.
-
E.
Nonesuch, Kentucky
Nonesuch, Kentucky is a small unincorporated rural community located in Woodford County in the central Bluegrass region of the state.
- 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: Clarkson, Kentucky Triple: [Grayson County, Kentucky, hasCommunity, Clarkson, Kentucky]
Generated description
Clarkson, Kentucky is a small home rule-class city in Grayson County known for its rural character and local community events in central Kentucky.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Clarkson, Kentucky Target entity description: Clarkson, Kentucky is a small home rule-class city in Grayson County known for its rural character and local community events in central Kentucky.
-
A.
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.
-
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.
Shively, Kentucky
Shively, Kentucky is a home rule-class city in Jefferson County that functions as a residential suburb of Louisville.
-
D.
Bloomfield, Kentucky
Bloomfield, Kentucky is a small historic city located in central Kentucky that serves as one of the communities within Nelson County.
-
E.
Nonesuch, Kentucky
Nonesuch, Kentucky is a small unincorporated rural community located in Woodford County in the central Bluegrass region of the state.
- 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_69ab49e100c0819082a40cb797383243 |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abde91487881909989c08bbf76f0da |
completed | March 7, 2026, 8:15 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b44ec8df7081908dccdb36b7d1ca53 |
completed | March 13, 2026, 5:52 p.m. |
| NEDg | Description generation | batch_69b453c225b481908cc06090bcd0ed64 |
completed | March 13, 2026, 6:13 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b45f6aefd081909dfd1740f233dbf3 |
completed | March 13, 2026, 7:03 p.m. |
Created at: March 6, 2026, 9:59 p.m.