Triple
T21339189
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Adair County, Kentucky |
E526134
|
entity |
| Predicate | hasUnincorporatedCommunity |
P6345
|
FINISHED |
| Object |
Milltown, Kentucky
Milltown, Kentucky is a small unincorporated rural community located in Adair County in south-central Kentucky.
|
E1480888
|
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: Milltown, Kentucky | Statement: [Adair County, Kentucky, hasUnincorporatedCommunity, Milltown, Kentucky]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Milltown, Kentucky Context triple: [Adair County, Kentucky, hasUnincorporatedCommunity, Milltown, Kentucky]
-
A.
Millville, Kentucky
Millville, Kentucky is a small unincorporated rural community located in Woodford County in the central part of the state.
-
B.
Mitchellville, Kentucky
Mitchellville, Kentucky is a small city located in Simpson County in the southern part of the state near the Tennessee border.
-
C.
Taylor Mill, Kentucky
Taylor Mill, Kentucky is a small suburban city in northern Kentucky that forms part of the Cincinnati metropolitan area.
-
D.
Mitchellsburg, Kentucky
Mitchellsburg, Kentucky is a small unincorporated community located in Boyle County in central Kentucky.
-
E.
Mackville, Kentucky
Mackville, Kentucky is a small rural town located in Washington County in the central part 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: Milltown, Kentucky Triple: [Adair County, Kentucky, hasUnincorporatedCommunity, Milltown, Kentucky]
Generated description
Milltown, Kentucky is a small unincorporated rural community located in Adair County in south-central Kentucky.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Milltown, Kentucky Target entity description: Milltown, Kentucky is a small unincorporated rural community located in Adair County in south-central Kentucky.
-
A.
Millville, Kentucky
Millville, Kentucky is a small unincorporated rural community located in Woodford County in the central part of the state.
-
B.
Mitchellville, Kentucky
Mitchellville, Kentucky is a small city located in Simpson County in the southern part of the state near the Tennessee border.
-
C.
Taylor Mill, Kentucky
Taylor Mill, Kentucky is a small suburban city in northern Kentucky that forms part of the Cincinnati metropolitan area.
-
D.
Mitchellsburg, Kentucky
Mitchellsburg, Kentucky is a small unincorporated community located in Boyle County in central Kentucky.
-
E.
Mackville, Kentucky
Mackville, Kentucky is a small rural town located in Washington County in the central part 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_69e0b51c33048190ab27cede74ef798c |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e898dbea44819096dd25701ee462f9 |
completed | April 22, 2026, 9:46 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a09b41460808190b522fa219c77b6b0 |
completed | May 17, 2026, 12:27 p.m. |
| NEDg | Description generation | batch_6a09b4a5add4819080060d9395f69cc4 |
completed | May 17, 2026, 12:29 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09b62db0a4819099bd5dac91a08770 |
completed | May 17, 2026, 12:35 p.m. |
Created at: April 16, 2026, 4:44 p.m.