Triple
T2130650
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kentucky Transportation Cabinet |
E46530
|
entity |
| Predicate | oversees |
P46
|
FINISHED |
| Object | Kentucky Department of Rural and Municipal Aid |
E46530
|
NE FINISHED |
How this triple was built (2 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: Kentucky Department of Rural and Municipal Aid | Statement: [Kentucky Transportation Cabinet, oversees, Kentucky Department of Rural and Municipal Aid]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kentucky Department of Rural and Municipal Aid Context triple: [Kentucky Transportation Cabinet, oversees, Kentucky Department of Rural and Municipal Aid]
-
A.
Kentucky Transportation Cabinet
chosen
The Kentucky Transportation Cabinet is the state government agency responsible for planning, building, and maintaining Kentucky’s highway and transportation infrastructure.
-
B.
Clark County, Kentucky
Clark County, Kentucky is a largely rural county in the Bluegrass region of central Kentucky, centered on the city of Winchester and known for its agricultural heritage and proximity to the Lexington metropolitan area.
-
C.
Jefferson County, Kentucky
Jefferson County, Kentucky is a populous county in north-central Kentucky that includes the city of Louisville, the state's largest urban and economic center.
-
D.
Shelby County, Kentucky
Shelby County, Kentucky is a historically significant county in north-central Kentucky known for its rich agricultural heritage, particularly horse farming, and its county seat, Shelbyville.
-
E.
Hardin County, Kentucky
Hardin County, Kentucky is a county in north-central Kentucky historically notable as the birthplace of U.S. President Abraham Lincoln.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69a88a1626548190ae59a5028c3baa8e |
completed | March 4, 2026, 7:37 p.m. |
| NER | Named-entity recognition | batch_69abbb79f21881909ad8d1a09c1f29fd |
completed | March 7, 2026, 5:45 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae51a5d95881909b4b77c14f565e21 |
completed | March 9, 2026, 4:50 a.m. |
Created at: March 4, 2026, 7:44 p.m.