Triple
T18612772
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Muhlenberg County, Kentucky |
E454939
|
entity |
| Predicate | hasCity |
P316
|
FINISHED |
| Object |
Bremen, Kentucky
Bremen, Kentucky is a small rural city located in Muhlenberg County in the western part of the U.S. state of Kentucky.
|
E1334004
|
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: Bremen, Kentucky | Statement: [Muhlenberg County, Kentucky, hasCity, Bremen, Kentucky]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bremen, Kentucky Context triple: [Muhlenberg County, Kentucky, hasCity, Bremen, Kentucky]
-
A.
Benton, Kentucky
Benton, Kentucky is a small city in western Kentucky that serves as the administrative and commercial hub of Marshall County.
-
B.
Burlington, Kentucky
Burlington, Kentucky is a small unincorporated community that serves as the county seat of Boone County in the northern part of the state, near the Cincinnati metropolitan area.
-
C.
Brownsville, Kentucky
Brownsville, Kentucky is a small city that serves as the county seat of Edmonson County and a gateway to nearby Mammoth Cave National Park.
-
D.
Boston, Kentucky
Boston, Kentucky is a small unincorporated rural community located in Nelson County in the central part of the state.
-
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: Bremen, Kentucky Triple: [Muhlenberg County, Kentucky, hasCity, Bremen, Kentucky]
Generated description
Bremen, Kentucky is a small rural city located in Muhlenberg County in the western part of the U.S. state of Kentucky.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bremen, Kentucky Target entity description: Bremen, Kentucky is a small rural city located in Muhlenberg County in the western part of the U.S. state of Kentucky.
-
A.
Benton, Kentucky
Benton, Kentucky is a small city in western Kentucky that serves as the administrative and commercial hub of Marshall County.
-
B.
Burlington, Kentucky
Burlington, Kentucky is a small unincorporated community that serves as the county seat of Boone County in the northern part of the state, near the Cincinnati metropolitan area.
-
C.
Brownsville, Kentucky
Brownsville, Kentucky is a small city that serves as the county seat of Edmonson County and a gateway to nearby Mammoth Cave National Park.
-
D.
Boston, Kentucky
Boston, Kentucky is a small unincorporated rural community located in Nelson County in the central part of the state.
-
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
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.