Triple
T2130653
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kentucky Transportation Cabinet |
E46530
|
entity |
| Predicate | headedBy |
P981
|
FINISHED |
| Object |
Kentucky Transportation Secretary
The Kentucky Transportation Secretary is the top state official responsible for overseeing Kentucky’s transportation policies, infrastructure planning, and the operations of the Kentucky Transportation Cabinet.
|
E237424
|
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: Kentucky Transportation Secretary | Statement: [Kentucky Transportation Cabinet, headedBy, Kentucky Transportation Secretary]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kentucky Transportation Secretary Context triple: [Kentucky Transportation Cabinet, headedBy, Kentucky Transportation Secretary]
-
A.
Kentucky Transportation Cabinet
The Kentucky Transportation Cabinet is the state government agency responsible for planning, building, and maintaining Kentucky’s highway and transportation infrastructure.
-
B.
Lieutenant Governor of Kentucky
The Lieutenant Governor of Kentucky is the second-highest executive officer in the state, serving as the immediate successor to the governor and often undertaking various administrative and ceremonial duties.
-
C.
Governor of Kentucky
The Governor of Kentucky is the chief executive of the U.S. state of Kentucky, responsible for overseeing the state’s executive branch, implementing laws, and guiding public policy.
-
D.
Massachusetts Secretary of Transportation
The Massachusetts Secretary of Transportation is the state’s top transportation official, overseeing agencies and services related to highways, public transit, aeronautics, and motor vehicles.
-
E.
Deputy Secretary of Transportation
The Deputy Secretary of Transportation is the second-highest-ranking official in the U.S. Department of Transportation, responsible for assisting the Secretary in overseeing national transportation policy and the department’s operations.
- 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: Kentucky Transportation Secretary Triple: [Kentucky Transportation Cabinet, headedBy, Kentucky Transportation Secretary]
Generated description
The Kentucky Transportation Secretary is the top state official responsible for overseeing Kentucky’s transportation policies, infrastructure planning, and the operations of the Kentucky Transportation Cabinet.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kentucky Transportation Secretary Target entity description: The Kentucky Transportation Secretary is the top state official responsible for overseeing Kentucky’s transportation policies, infrastructure planning, and the operations of the Kentucky Transportation Cabinet.
-
A.
Kentucky Transportation Cabinet
The Kentucky Transportation Cabinet is the state government agency responsible for planning, building, and maintaining Kentucky’s highway and transportation infrastructure.
-
B.
Lieutenant Governor of Kentucky
The Lieutenant Governor of Kentucky is the second-highest executive officer in the state, serving as the immediate successor to the governor and often undertaking various administrative and ceremonial duties.
-
C.
Governor of Kentucky
The Governor of Kentucky is the chief executive of the U.S. state of Kentucky, responsible for overseeing the state’s executive branch, implementing laws, and guiding public policy.
-
D.
Massachusetts Secretary of Transportation
The Massachusetts Secretary of Transportation is the state’s top transportation official, overseeing agencies and services related to highways, public transit, aeronautics, and motor vehicles.
-
E.
Deputy Secretary of Transportation
The Deputy Secretary of Transportation is the second-highest-ranking official in the U.S. Department of Transportation, responsible for assisting the Secretary in overseeing national transportation policy and the department’s operations.
- 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_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. |
| NEDg | Description generation | batch_69ae523cdebc819088b94e67b5311527 |
completed | March 9, 2026, 4:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae52c56c5c8190bbdd2af3dde63374 |
completed | March 9, 2026, 4:55 a.m. |
Created at: March 4, 2026, 7:44 p.m.