Triple
T19609529
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Transportation in Gadsden County, Florida |
E470691
|
entity |
| Predicate | roadMaintainer |
P5944
|
FINISHED |
| Object | Florida Department of Transportation |
—
|
NE NERFINISHED |
How this triple was built (3 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: Florida Department of Transportation | Statement: [Transportation in Gadsden County, Florida, roadMaintainer, Florida Department of Transportation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Florida Department of Transportation Context triple: [Transportation in Gadsden County, Florida, roadMaintainer, Florida Department of Transportation]
-
A.
Florida Department of Transportation
chosen
The Florida Department of Transportation is the state government agency responsible for planning, building, and maintaining Florida’s transportation infrastructure, including its highways, bridges, and public transit systems.
-
B.
Florida Department of Highway Safety and Motor Vehicles
The Florida Department of Highway Safety and Motor Vehicles is the state agency responsible for driver licensing, vehicle registration, and highway safety enforcement in Florida.
-
C.
Miami-Dade Expressway Authority
The Miami-Dade Expressway Authority is a local government agency that operates and maintains several major toll expressways in Miami-Dade County, Florida.
-
D.
Miami-Dade County Department of Transportation and Public Works
The Miami-Dade County Department of Transportation and Public Works is the county agency responsible for planning, operating, and maintaining Miami-Dade’s public transportation systems and related infrastructure.
-
E.
Florida Highway Patrol
The Florida Highway Patrol is a statewide law enforcement agency responsible for traffic enforcement, highway safety, and crash investigation on Florida’s roadways.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: roadMaintainer Context triple: [Transportation in Gadsden County, Florida, roadMaintainer, Florida Department of Transportation]
-
A.
roadOperator
chosen
Indicates that one entity is responsible for operating, managing, or maintaining a particular road or road network.
-
B.
roadConstruction
Indicates that construction work is being carried out on a road, typically involving building, repairing, or modifying the roadway infrastructure.
-
C.
roadSystemRole
Indicates the specific functional role or responsibility an entity has within a road or transportation network system.
-
D.
trailInfrastructure
Indicates that there is built or maintained infrastructure (such as paths, signage, or facilities) supporting the use or access of a trail between the related entities.
-
E.
roadSide
Indicates that one entity is located along, beside, or immediately adjacent to a road.
- F. None of above.
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_69d8e510fa248190b7afb274a1d4cf73 |
completed | April 10, 2026, 11:54 a.m. |
| NER | Named-entity recognition | batch_69e640ca57a081909c05000fca52271f |
completed | April 20, 2026, 3:05 p.m. |
| PD | Predicate disambiguation | batch_69e514e166dc8190a0f147e0b4c8bbe7 |
completed | April 19, 2026, 5:46 p.m. |
Created at: April 10, 2026, 1:43 p.m.