Triple
T9783139
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kentucky Transportation Secretary |
E237424
|
entity |
| Predicate | oversees |
P46
|
FINISHED |
| Object | Kentucky Department of Highways |
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 Highways | Statement: [Kentucky Transportation Secretary, oversees, Kentucky Department of Highways]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kentucky Department of Highways Context triple: [Kentucky Transportation Secretary, oversees, Kentucky Department of Highways]
-
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.
West Virginia Department of Transportation
The West Virginia Department of Transportation is the state government agency responsible for overseeing transportation infrastructure and services, including highways, transit, rail, and related programs throughout West Virginia.
-
C.
West Virginia Division of Highways
The West Virginia Division of Highways is the state government agency responsible for planning, building, and maintaining West Virginia’s public roadways and related transportation infrastructure.
-
D.
Tennessee Department of Transportation
The Tennessee Department of Transportation is the state agency responsible for planning, building, and maintaining Tennessee’s highway and transportation infrastructure.
-
E.
Ohio Department of Transportation
The Ohio Department of Transportation is the state agency responsible for planning, building, and maintaining Ohio’s transportation infrastructure, including its highway and interstate systems.
- 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_69ca84da927881909bda80caecad6010 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cda1b5714481908bf74b8bf3e4e6e8 |
completed | April 1, 2026, 10:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1d5a8564081908b315d2cf68c8e14 |
completed | April 5, 2026, 3:23 a.m. |
Created at: March 30, 2026, 8:27 p.m.