Triple
T3504353
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | McCracken County, Kentucky |
E74039
|
entity |
| Predicate | hasUnincorporatedCommunity |
P6345
|
FINISHED |
| Object |
Lone Oak, Kentucky
Lone Oak, Kentucky is an unincorporated community in McCracken County that functions as a residential suburb of Paducah in western Kentucky.
|
E371887
|
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: Lone Oak, Kentucky | Statement: [McCracken County, Kentucky, hasUnincorporatedCommunity, Lone Oak, Kentucky]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lone Oak, Kentucky Context triple: [McCracken County, Kentucky, hasUnincorporatedCommunity, Lone Oak, Kentucky]
-
A.
Leitchfield, Kentucky
Leitchfield, Kentucky is a small city in central Kentucky that serves as the administrative and commercial hub of Grayson County.
-
B.
Muldraugh, Kentucky
Muldraugh, Kentucky is a small city in north-central Kentucky known for its proximity to Fort Knox and its location along U.S. Route 31W.
-
C.
Payneville, Kentucky
Payneville, Kentucky is an unincorporated rural community located in Meade County in the north-central part of the state.
-
D.
Bloomfield, Kentucky
Bloomfield, Kentucky is a small historic city located in central Kentucky that serves as one of the communities within Nelson County.
-
E.
Atoka, Kentucky
Atoka, Kentucky is an unincorporated rural community located in Boyle 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: Lone Oak, Kentucky Triple: [McCracken County, Kentucky, hasUnincorporatedCommunity, Lone Oak, Kentucky]
Generated description
Lone Oak, Kentucky is an unincorporated community in McCracken County that functions as a residential suburb of Paducah in western Kentucky.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lone Oak, Kentucky Target entity description: Lone Oak, Kentucky is an unincorporated community in McCracken County that functions as a residential suburb of Paducah in western Kentucky.
-
A.
Leitchfield, Kentucky
Leitchfield, Kentucky is a small city in central Kentucky that serves as the administrative and commercial hub of Grayson County.
-
B.
Muldraugh, Kentucky
Muldraugh, Kentucky is a small city in north-central Kentucky known for its proximity to Fort Knox and its location along U.S. Route 31W.
-
C.
Payneville, Kentucky
Payneville, Kentucky is an unincorporated rural community located in Meade County in the north-central part of the state.
-
D.
Bloomfield, Kentucky
Bloomfield, Kentucky is a small historic city located in central Kentucky that serves as one of the communities within Nelson County.
-
E.
Atoka, Kentucky
Atoka, Kentucky is an unincorporated rural community located in Boyle 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_69ad85ce7a9c81909ddc5cf0cb67a6e3 |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adbbf22b1c8190956141d8fb924210 |
completed | March 8, 2026, 6:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b402d3a06481908e512c09306a2566 |
completed | March 13, 2026, 12:28 p.m. |
| NEDg | Description generation | batch_69b4069ce1e48190a1c0aa9de973d49f |
completed | March 13, 2026, 12:44 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b40aa1678081909b2131a561b2e4ab |
completed | March 13, 2026, 1:01 p.m. |
Created at: March 8, 2026, 3:18 p.m.