Triple

T7454530

Position	Surface form	Disambiguated ID	Type / Status
Subject	Interstate Highways in Pennsylvania	`E172088`	entity
Predicate	maintainedBy	`P86`	FINISHED
Object	Pennsylvania Turnpike Commission The Pennsylvania Turnpike Commission is a state agency responsible for operating, maintaining, and improving the Pennsylvania Turnpike system and related toll highway infrastructure.	`E665968`	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: Pennsylvania Turnpike Commission | Statement: [Interstate Highways in Pennsylvania, maintainedBy, Pennsylvania Turnpike Commission]

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

Target entity: Pennsylvania Turnpike Commission
Context triple: [Interstate Highways in Pennsylvania, maintainedBy, Pennsylvania Turnpike Commission]

A. Pennsylvania Department of Transportation
The Pennsylvania Department of Transportation is the state agency responsible for planning, building, and maintaining Pennsylvania’s transportation infrastructure, including highways, bridges, and public transit systems.
B. New Jersey Turnpike Authority
The New Jersey Turnpike Authority is a state agency responsible for operating and managing major toll highways in New Jersey, including the New Jersey Turnpike and the Garden State Parkway.
C. Indiana Toll Road Concession Company
Indiana Toll Road Concession Company is a private consortium responsible for operating, maintaining, and collecting tolls on the Indiana Toll Road under a long-term lease agreement with the state.
D. Ohio Turnpike and Infrastructure Commission
The Ohio Turnpike and Infrastructure Commission is a state agency responsible for operating, maintaining, and improving the Ohio Turnpike toll highway system.
E. New York State Thruway Authority
The New York State Thruway Authority is a public agency responsible for operating, maintaining, and financing the New York State Thruway system and related toll highways.
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: Pennsylvania Turnpike Commission
Triple: [Interstate Highways in Pennsylvania, maintainedBy, Pennsylvania Turnpike Commission]

Generated description

The Pennsylvania Turnpike Commission is a state agency responsible for operating, maintaining, and improving the Pennsylvania Turnpike system and related toll highway infrastructure.

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

Target entity: Pennsylvania Turnpike Commission
Target entity description: The Pennsylvania Turnpike Commission is a state agency responsible for operating, maintaining, and improving the Pennsylvania Turnpike system and related toll highway infrastructure.

A. Pennsylvania Department of Transportation
The Pennsylvania Department of Transportation is the state agency responsible for planning, building, and maintaining Pennsylvania’s transportation infrastructure, including highways, bridges, and public transit systems.
B. New Jersey Turnpike Authority
The New Jersey Turnpike Authority is a state agency responsible for operating and managing major toll highways in New Jersey, including the New Jersey Turnpike and the Garden State Parkway.
C. Indiana Toll Road Concession Company
Indiana Toll Road Concession Company is a private consortium responsible for operating, maintaining, and collecting tolls on the Indiana Toll Road under a long-term lease agreement with the state.
D. Ohio Turnpike and Infrastructure Commission
The Ohio Turnpike and Infrastructure Commission is a state agency responsible for operating, maintaining, and improving the Ohio Turnpike toll highway system.
E. New York State Thruway Authority
The New York State Thruway Authority is a public agency responsible for operating, maintaining, and financing the New York State Thruway system and related toll highways.
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_69c68a66554c8190add75c65942c0317`	completed	March 27, 2026, 1:47 p.m.
NER	Named-entity recognition	`batch_69c6f3addd648190b618bfbffe08db2c`	completed	March 27, 2026, 9:16 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c834597d94819081f57de7d5ae30af`	completed	March 28, 2026, 8:04 p.m.
NEDg	Description generation	`batch_69c834c4a6b0819091cd9ecd1581cfe4`	completed	March 28, 2026, 8:06 p.m.
NED2	Entity disambiguation (via description)	`batch_69c83560fa908190a8c1d8862f9a31f9`	completed	March 28, 2026, 8:09 p.m.

Created at: March 27, 2026, 3:14 p.m.