Triple

T4398835

Position	Surface form	Disambiguated ID	Type / Status
Subject	Oklahoma Department of Transportation	`E99561`	entity
Predicate	responsibleFor	`P636`	FINISHED
Object	Oklahoma turnpikes (in coordination with Oklahoma Turnpike Authority) Oklahoma turnpikes are a network of toll highways across the state that provide major high-speed transportation corridors, operated under a coordinated system involving the Oklahoma Turnpike Authority.	`E435510`	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: Oklahoma turnpikes (in coordination with Oklahoma Turnpike Authority) | Statement: [Oklahoma Department of Transportation, responsibleFor, Oklahoma turnpikes (in coordination with Oklahoma Turnpike Authority)]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Oklahoma turnpikes (in coordination with Oklahoma Turnpike Authority)
Context triple: [Oklahoma Department of Transportation, responsibleFor, Oklahoma turnpikes (in coordination with Oklahoma Turnpike Authority)]

A. Oklahoma Department of Transportation
The Oklahoma Department of Transportation is the state government agency responsible for planning, constructing, and maintaining Oklahoma’s highway and transportation infrastructure.
B. Kansas Turnpike (shared alignment near Topeka)
Kansas Turnpike (shared alignment near Topeka) is the tolled portion of the Kansas Turnpike that runs concurrently with Interstate 70 in the Topeka area, forming part of the region’s primary east–west highway corridor.
C. Kansas Department of Transportation
The Kansas Department of Transportation is the state government agency responsible for planning, constructing, and maintaining Kansas’s highway and transportation infrastructure.
D. North Texas Tollway Authority
The North Texas Tollway Authority is a regional agency responsible for developing, operating, and maintaining toll roads and related transportation infrastructure in the North Texas area.
E. Texas Department of Transportation
The Texas Department of Transportation is the state agency responsible for planning, building, and maintaining Texas’s highway system and other key transportation infrastructure.
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: Oklahoma turnpikes (in coordination with Oklahoma Turnpike Authority)
Triple: [Oklahoma Department of Transportation, responsibleFor, Oklahoma turnpikes (in coordination with Oklahoma Turnpike Authority)]

Generated description

Oklahoma turnpikes are a network of toll highways across the state that provide major high-speed transportation corridors, operated under a coordinated system involving the Oklahoma Turnpike Authority.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Oklahoma turnpikes (in coordination with Oklahoma Turnpike Authority)
Target entity description: Oklahoma turnpikes are a network of toll highways across the state that provide major high-speed transportation corridors, operated under a coordinated system involving the Oklahoma Turnpike Authority.

A. Oklahoma Department of Transportation
The Oklahoma Department of Transportation is the state government agency responsible for planning, constructing, and maintaining Oklahoma’s highway and transportation infrastructure.
B. Kansas Turnpike (shared alignment near Topeka)
Kansas Turnpike (shared alignment near Topeka) is the tolled portion of the Kansas Turnpike that runs concurrently with Interstate 70 in the Topeka area, forming part of the region’s primary east–west highway corridor.
C. Kansas Department of Transportation
The Kansas Department of Transportation is the state government agency responsible for planning, constructing, and maintaining Kansas’s highway and transportation infrastructure.
D. North Texas Tollway Authority
The North Texas Tollway Authority is a regional agency responsible for developing, operating, and maintaining toll roads and related transportation infrastructure in the North Texas area.
E. Texas Department of Transportation
The Texas Department of Transportation is the state agency responsible for planning, building, and maintaining Texas’s highway system and other key transportation infrastructure.
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_69b345506b408190b0e3dee616738a7d`	completed	March 12, 2026, 10:59 p.m.
NER	Named-entity recognition	`batch_69b352cc4ab081908bc45d2f76cd4da8`	completed	March 12, 2026, 11:57 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b5e53d34cc81909969d86efc441dee`	completed	March 14, 2026, 10:46 p.m.
NEDg	Description generation	`batch_69b5e6562abc8190bbd7b8ffdfcd0f14`	completed	March 14, 2026, 10:51 p.m.
NED2	Entity disambiguation (via description)	`batch_69b5e6b800d48190bed53f28b767471e`	completed	March 14, 2026, 10:52 p.m.

Created at: March 12, 2026, 11:20 p.m.