Triple

T12419597

Position	Surface form	Disambiguated ID	Type / Status
Subject	Warrensburg, Missouri	`E296730`	entity
Predicate	transportation	`P230`	FINISHED
Object	Warrensburg Area Transit Authority (local transit) Warrensburg Area Transit Authority (local transit) is the public transportation provider offering local bus and transit services within Warrensburg, Missouri.	`E981494`	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: Warrensburg Area Transit Authority (local transit) | Statement: [Warrensburg, Missouri, transportation, Warrensburg Area Transit Authority (local transit)]

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

Target entity: Warrensburg Area Transit Authority (local transit)
Context triple: [Warrensburg, Missouri, transportation, Warrensburg Area Transit Authority (local transit)]

A. Butler County Regional Transit Authority
Butler County Regional Transit Authority is a public transportation agency that operates bus and transit services throughout Butler County, Ohio, including the city of Oxford.
B. Charlotte Area Transit System
Charlotte Area Transit System is the primary public transportation agency serving the Charlotte metropolitan area with bus, light rail, and other transit services.
C. Franklin Regional Transit Authority bus service
Franklin Regional Transit Authority bus service is a regional public transit system in western Massachusetts that provides fixed-route and demand-response bus transportation across multiple communities.
D. Springfield City Utilities Transit
Springfield City Utilities Transit is the public bus transportation system serving the city of Springfield and surrounding areas in Greene County, Missouri.
E. Harrisonburg Department of Public Transportation
Harrisonburg Department of Public Transportation is the primary public transit agency serving Harrisonburg, Virginia, operating local bus services for residents, students, and visitors.
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: Warrensburg Area Transit Authority (local transit)
Triple: [Warrensburg, Missouri, transportation, Warrensburg Area Transit Authority (local transit)]

Generated description

Warrensburg Area Transit Authority (local transit) is the public transportation provider offering local bus and transit services within Warrensburg, Missouri.

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

Target entity: Warrensburg Area Transit Authority (local transit)
Target entity description: Warrensburg Area Transit Authority (local transit) is the public transportation provider offering local bus and transit services within Warrensburg, Missouri.

A. Butler County Regional Transit Authority
Butler County Regional Transit Authority is a public transportation agency that operates bus and transit services throughout Butler County, Ohio, including the city of Oxford.
B. Charlotte Area Transit System
Charlotte Area Transit System is the primary public transportation agency serving the Charlotte metropolitan area with bus, light rail, and other transit services.
C. Franklin Regional Transit Authority bus service
Franklin Regional Transit Authority bus service is a regional public transit system in western Massachusetts that provides fixed-route and demand-response bus transportation across multiple communities.
D. Springfield City Utilities Transit
Springfield City Utilities Transit is the public bus transportation system serving the city of Springfield and surrounding areas in Greene County, Missouri.
E. Harrisonburg Department of Public Transportation
Harrisonburg Department of Public Transportation is the primary public transit agency serving Harrisonburg, Virginia, operating local bus services for residents, students, and visitors.
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_69d6ada0640c81908c061d7fb3d47786`	completed	April 8, 2026, 7:33 p.m.
NER	Named-entity recognition	`batch_69d94d6efd748190a5d9396a343e41e1`	completed	April 10, 2026, 7:20 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f634933b9881909fd592ede7c3e49c`	completed	May 2, 2026, 5:29 p.m.
NEDg	Description generation	`batch_69f6356c21908190b34d1324da8f8052`	completed	May 2, 2026, 5:33 p.m.
NED2	Entity disambiguation (via description)	`batch_69f63697d5b8819094728df472eb1914`	completed	May 2, 2026, 5:38 p.m.

Created at: April 8, 2026, 9:55 p.m.