Triple
T18612781
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Muhlenberg County, Kentucky |
E454939
|
entity |
| Predicate | hasUnincorporatedCommunity |
P6345
|
FINISHED |
| Object |
Weir, Kentucky
Weir, Kentucky is a small unincorporated rural community located in Muhlenberg County in the western part of the state.
|
E1342418
|
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: Weir, Kentucky | Statement: [Muhlenberg County, Kentucky, hasUnincorporatedCommunity, Weir, Kentucky]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Weir, Kentucky Context triple: [Muhlenberg County, Kentucky, hasUnincorporatedCommunity, Weir, Kentucky]
-
A.
Kuttawa, Kentucky
Kuttawa, Kentucky is a small city in Lyon County known for its location near Lake Barkley and its history as a relocated town following the creation of the lake.
-
B.
Bighill, Kentucky
Bighill, Kentucky is a small unincorporated community in Madison County that lies within the Richmond–Berea micropolitan region of central Kentucky.
-
C.
Kevil, Kentucky
Kevil, Kentucky is a small rural city in western Kentucky known for its proximity to the Paducah Gaseous Diffusion Plant and its agricultural surroundings.
-
D.
Williamstown, Kentucky
Williamstown, Kentucky is a small city in northern Kentucky known for hosting the Ark Encounter attraction and serving as a local hub along Interstate 75.
-
E.
Sebree, Kentucky
Sebree, Kentucky is a small city in Webster County known historically as a railroad town in western Kentucky.
- 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: Weir, Kentucky Triple: [Muhlenberg County, Kentucky, hasUnincorporatedCommunity, Weir, Kentucky]
Generated description
Weir, 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: Weir, Kentucky Target entity description: Weir, Kentucky is a small unincorporated rural community located in Muhlenberg County in the western part of the state.
-
A.
Kuttawa, Kentucky
Kuttawa, Kentucky is a small city in Lyon County known for its location near Lake Barkley and its history as a relocated town following the creation of the lake.
-
B.
Bighill, Kentucky
Bighill, Kentucky is a small unincorporated community in Madison County that lies within the Richmond–Berea micropolitan region of central Kentucky.
-
C.
Kevil, Kentucky
Kevil, Kentucky is a small rural city in western Kentucky known for its proximity to the Paducah Gaseous Diffusion Plant and its agricultural surroundings.
-
D.
Williamstown, Kentucky
Williamstown, Kentucky is a small city in northern Kentucky known for hosting the Ark Encounter attraction and serving as a local hub along Interstate 75.
-
E.
Sebree, Kentucky
Sebree, Kentucky is a small city in Webster County known historically as a railroad town in western Kentucky.
- 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_6a054704eec48190ab5d6eb0167c61cf |
completed | May 14, 2026, 3:52 a.m. |
| NEDg | Description generation | batch_6a05499b99c48190a3894900129c6972 |
completed | May 14, 2026, 4:03 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0549d5d59c8190b34cf4dec43d79c6 |
completed | May 14, 2026, 4:04 a.m. |
Created at: April 10, 2026, 11:45 a.m.