Triple
T21358665
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Laurel County, Kentucky |
E526706
|
entity |
| Predicate | hasCommunity |
P2605
|
FINISHED |
| Object |
East Bernstadt, Kentucky
East Bernstadt, Kentucky is an unincorporated community and census-designated place in southeastern Kentucky known for its rural character and proximity to the city of London in Laurel County.
|
E1480075
|
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: East Bernstadt, Kentucky | Statement: [Laurel County, Kentucky, hasCommunity, East Bernstadt, Kentucky]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: East Bernstadt, Kentucky Context triple: [Laurel County, Kentucky, hasCommunity, East Bernstadt, Kentucky]
-
A.
Baizetown, Kentucky
Baizetown, Kentucky is an unincorporated rural community located in Ohio County in western Kentucky.
-
B.
Burgin, Kentucky
Burgin, Kentucky is a small home rule-class city located in Mercer County in the central part of the state.
-
C.
Bryantsville, Kentucky
Bryantsville, Kentucky is an unincorporated community in Garrard County known primarily as a small rural settlement in central Kentucky.
-
D.
Berean, Kentucky
Berean, Kentucky is a small community in the state of Kentucky that lies along the cross-country U.S. Bicycle Route 76, making it a waypoint for long-distance cyclists.
-
E.
Roundstone, Kentucky
Roundstone, Kentucky is a small unincorporated community in the state of Kentucky, United States.
- 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: East Bernstadt, Kentucky Triple: [Laurel County, Kentucky, hasCommunity, East Bernstadt, Kentucky]
Generated description
East Bernstadt, Kentucky is an unincorporated community and census-designated place in southeastern Kentucky known for its rural character and proximity to the city of London in Laurel County.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: East Bernstadt, Kentucky Target entity description: East Bernstadt, Kentucky is an unincorporated community and census-designated place in southeastern Kentucky known for its rural character and proximity to the city of London in Laurel County.
-
A.
Baizetown, Kentucky
Baizetown, Kentucky is an unincorporated rural community located in Ohio County in western Kentucky.
-
B.
Burgin, Kentucky
Burgin, Kentucky is a small home rule-class city located in Mercer County in the central part of the state.
-
C.
Bryantsville, Kentucky
Bryantsville, Kentucky is an unincorporated community in Garrard County known primarily as a small rural settlement in central Kentucky.
-
D.
Berean, Kentucky
Berean, Kentucky is a small community in the state of Kentucky that lies along the cross-country U.S. Bicycle Route 76, making it a waypoint for long-distance cyclists.
-
E.
Roundstone, Kentucky
Roundstone, Kentucky is a small unincorporated community in the state of Kentucky, United States.
- 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_69e0b51d8a308190b09113b3b3f9bc15 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e8afa3924c8190b3decbfda4a2aecf |
completed | April 22, 2026, 11:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a09ad67854c819084d4a1b20e4489ff |
completed | May 17, 2026, 11:58 a.m. |
| NEDg | Description generation | batch_6a09ae45e9f88190bc623f71fe3a29a4 |
completed | May 17, 2026, 12:02 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09af2184808190b42b5073e90bd83d |
completed | May 17, 2026, 12:05 p.m. |
Created at: April 16, 2026, 5:07 p.m.