Triple
T18612773
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Muhlenberg County, Kentucky |
E454939
|
entity |
| Predicate | hasUnincorporatedCommunity |
P6345
|
FINISHED |
| Object |
Beech Creek, Kentucky
Beech Creek, Kentucky is a small unincorporated rural community located in Muhlenberg County in the western part of the state.
|
E1334005
|
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: Beech Creek, Kentucky | Statement: [Muhlenberg County, Kentucky, hasUnincorporatedCommunity, Beech Creek, Kentucky]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Beech Creek, Kentucky Context triple: [Muhlenberg County, Kentucky, hasUnincorporatedCommunity, Beech Creek, Kentucky]
-
A.
Coxs Creek, Kentucky
Coxs Creek, Kentucky is a small unincorporated community in Nelson County known for its rural character and location in central Kentucky.
-
B.
Bybee, Kentucky
Bybee, Kentucky is a small unincorporated community in Madison County that lies within the Richmond–Berea micropolitan region of central Kentucky.
-
C.
Brodhead, Kentucky
Brodhead, Kentucky is a small city in Rockcastle County known for its rural Appalachian setting and role as a local community hub in south-central Kentucky.
-
D.
Silver Creek (Kentucky)
Silver Creek (Kentucky) is a stream in central Kentucky that flows through Madison County before emptying into the Kentucky River.
-
E.
Kings Creek, West Virginia
Kings Creek is a small unincorporated community located in Hancock County in the northern panhandle of West Virginia, near the Ohio River and the Pennsylvania border.
- 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: Beech Creek, Kentucky Triple: [Muhlenberg County, Kentucky, hasUnincorporatedCommunity, Beech Creek, Kentucky]
Generated description
Beech Creek, Kentucky is a small unincorporated rural community located in Muhlenberg County in the western part of the state.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Beech Creek, Kentucky Target entity description: Beech Creek, Kentucky is a small unincorporated rural community located in Muhlenberg County in the western part of the state.
-
A.
Coxs Creek, Kentucky
Coxs Creek, Kentucky is a small unincorporated community in Nelson County known for its rural character and location in central Kentucky.
-
B.
Bybee, Kentucky
Bybee, Kentucky is a small unincorporated community in Madison County that lies within the Richmond–Berea micropolitan region of central Kentucky.
-
C.
Brodhead, Kentucky
Brodhead, Kentucky is a small city in Rockcastle County known for its rural Appalachian setting and role as a local community hub in south-central Kentucky.
-
D.
Silver Creek (Kentucky)
Silver Creek (Kentucky) is a stream in central Kentucky that flows through Madison County before emptying into the Kentucky River.
-
E.
Kings Creek, West Virginia
Kings Creek is a small unincorporated community located in Hancock County in the northern panhandle of West Virginia, near the Ohio River and the Pennsylvania border.
- 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_69d8d38bbe7c8190bdec3138e7d413c9 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e54d030d488190a992d10d3d28b4ad |
completed | April 19, 2026, 9:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a05038c4d408190acb54ceaeaf470c5 |
completed | May 13, 2026, 11:04 p.m. |
| NEDg | Description generation | batch_6a05065fcdd8819083644c9bceb556c9 |
completed | May 13, 2026, 11:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0506f2ff9c81909995a299641c6c37 |
completed | May 13, 2026, 11:19 p.m. |
Created at: April 10, 2026, 11:45 a.m.