Triple
T3339801
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marshall County, Kentucky |
E70230
|
entity |
| Predicate | seat |
P75
|
FINISHED |
| Object |
Benton, Kentucky
Benton, Kentucky is a small city in western Kentucky that serves as the administrative and commercial hub of Marshall County.
|
E396607
|
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: Benton, Kentucky | Statement: [Marshall County, Kentucky, seat, Benton, Kentucky]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Benton, Kentucky Context triple: [Marshall County, Kentucky, seat, Benton, Kentucky]
-
A.
Bloomfield, Kentucky
Bloomfield, Kentucky is a small historic city located in central Kentucky that serves as one of the communities within Nelson County.
-
B.
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.
-
C.
Bonnieville, Kentucky
Bonnieville, Kentucky is a small rural city in south-central Kentucky known for its location along U.S. Route 31W and its proximity to Mammoth Cave National Park.
-
D.
Burgin, Kentucky
Burgin, Kentucky is a small home rule-class city located in Mercer County in the central part of the state.
-
E.
Bellevue, Kentucky
Bellevue, Kentucky is a small historic riverfront city in Campbell County, located along the Ohio River just across from Cincinnati, Ohio.
- 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: Benton, Kentucky Triple: [Marshall County, Kentucky, seat, Benton, Kentucky]
Generated description
Benton, Kentucky is a small city in western Kentucky that serves as the administrative and commercial hub of Marshall County.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Benton, Kentucky Target entity description: Benton, Kentucky is a small city in western Kentucky that serves as the administrative and commercial hub of Marshall County.
-
A.
Bloomfield, Kentucky
Bloomfield, Kentucky is a small historic city located in central Kentucky that serves as one of the communities within Nelson County.
-
B.
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.
-
C.
Bonnieville, Kentucky
Bonnieville, Kentucky is a small rural city in south-central Kentucky known for its location along U.S. Route 31W and its proximity to Mammoth Cave National Park.
-
D.
Burgin, Kentucky
Burgin, Kentucky is a small home rule-class city located in Mercer County in the central part of the state.
-
E.
Bellevue, Kentucky
Bellevue, Kentucky is a small historic riverfront city in Campbell County, located along the Ohio River just across from Cincinnati, Ohio.
- 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_69ad85a405e48190b6e68de7cf9f319e |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb1bf1f648190993ac8e9dda60983 |
completed | March 8, 2026, 5:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b51c5e56b081909794cbab0c3e1cc9 |
completed | March 14, 2026, 8:29 a.m. |
| NEDg | Description generation | batch_69b51d61e89081909e1df16631274746 |
completed | March 14, 2026, 8:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b51dcb5cb88190ad859cde9f10918a |
completed | March 14, 2026, 8:35 a.m. |
Created at: March 8, 2026, 3:12 p.m.