Triple
T16153598
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Grant County, Kentucky |
E391976
|
entity |
| Predicate | seat |
P75
|
FINISHED |
| Object |
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.
|
E1197831
|
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: Williamstown, Kentucky | Statement: [Grant County, Kentucky, seat, Williamstown, Kentucky]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Williamstown, Kentucky Context triple: [Grant County, Kentucky, seat, Williamstown, Kentucky]
-
A.
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.
-
B.
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.
-
C.
Calhoun, Kentucky
Calhoun, Kentucky is a small city in McLean County that serves as the county seat and lies along the Green River in western Kentucky.
-
D.
St. Francis, Kentucky
St. Francis, Kentucky is a small unincorporated community in Marion County known for its rural setting and historic Catholic heritage.
-
E.
Riverwood, Kentucky
Riverwood, Kentucky is a small, affluent residential city in Jefferson County that forms part of the suburban Louisville area.
- 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: Williamstown, Kentucky Triple: [Grant County, Kentucky, seat, Williamstown, Kentucky]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Williamstown, Kentucky Target entity description: 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.
-
A.
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.
-
B.
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.
-
C.
Calhoun, Kentucky
Calhoun, Kentucky is a small city in McLean County that serves as the county seat and lies along the Green River in western Kentucky.
-
D.
St. Francis, Kentucky
St. Francis, Kentucky is a small unincorporated community in Marion County known for its rural setting and historic Catholic heritage.
-
E.
Riverwood, Kentucky
Riverwood, Kentucky is a small, affluent residential city in Jefferson County that forms part of the suburban Louisville area.
- 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_69d87f1c65e48190aa2b4c472e9bafc4 |
completed | April 10, 2026, 4:39 a.m. |
| NER | Named-entity recognition | batch_69e21e57e95c8190ae4ed641be974ce5 |
completed | April 17, 2026, 11:49 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fff7ac6d1c8190a8553ceb5ec06119 |
completed | May 10, 2026, 3:12 a.m. |
| NEDg | Description generation | batch_69fff90570f0819087c96f33f8f45428 |
completed | May 10, 2026, 3:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fff99aadf081908050c2941c1e5f96 |
completed | May 10, 2026, 3:20 a.m. |
Created at: April 10, 2026, 5:01 a.m.