Triple

T12445338

Position	Surface form	Disambiguated ID	Type / Status
Subject	SAFETEA-LU	`E297382`	entity
Predicate	containsProgram	`P17453`	FINISHED
Object	Safe Routes to School Program The Safe Routes to School Program is a federal initiative that promotes walking and bicycling to school by funding infrastructure improvements, safety education, and community engagement to create safer, more accessible routes for students.	`E985096`	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: Safe Routes to School Program | Statement: [SAFETEA-LU, containsProgram, Safe Routes to School Program]

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

Target entity: Safe Routes to School Program
Context triple: [SAFETEA-LU, containsProgram, Safe Routes to School Program]

A. Full-Service Community Schools program
The Full-Service Community Schools program is a federal initiative that supports schools in partnering with community organizations to provide integrated academic, health, and social services for students and families.
B. I PROMISE School
I PROMISE School is a public school in Akron, Ohio, founded by the LeBron James Family Foundation to provide intensive academic and social support for at-risk children and their families.
C. Vash Green Schools Project
Vash Green Schools Project is a climate justice initiative focused on supporting schools with sustainable energy and environmental education, founded by Ugandan activist Vanessa Nakate.
D. City-As-School High School
City-As-School High School is an alternative public high school in New York City known for its experiential, project-based learning and notable creative alumni.
E. After School Matters youth program
After School Matters youth program is a Chicago-based nonprofit initiative that provides teens with after-school and summer opportunities in the arts, sports, technology, and communications to build skills and prepare for the future.
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: Safe Routes to School Program
Triple: [SAFETEA-LU, containsProgram, Safe Routes to School Program]

Generated description

The Safe Routes to School Program is a federal initiative that promotes walking and bicycling to school by funding infrastructure improvements, safety education, and community engagement to create safer, more accessible routes for students.

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

Target entity: Safe Routes to School Program
Target entity description: The Safe Routes to School Program is a federal initiative that promotes walking and bicycling to school by funding infrastructure improvements, safety education, and community engagement to create safer, more accessible routes for students.

A. Full-Service Community Schools program
The Full-Service Community Schools program is a federal initiative that supports schools in partnering with community organizations to provide integrated academic, health, and social services for students and families.
B. I PROMISE School
I PROMISE School is a public school in Akron, Ohio, founded by the LeBron James Family Foundation to provide intensive academic and social support for at-risk children and their families.
C. Vash Green Schools Project
Vash Green Schools Project is a climate justice initiative focused on supporting schools with sustainable energy and environmental education, founded by Ugandan activist Vanessa Nakate.
D. City-As-School High School
City-As-School High School is an alternative public high school in New York City known for its experiential, project-based learning and notable creative alumni.
E. After School Matters youth program
After School Matters youth program is a Chicago-based nonprofit initiative that provides teens with after-school and summer opportunities in the arts, sports, technology, and communications to build skills and prepare for the future.
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_69d6ada166c48190b902972cd2408fa3`	completed	April 8, 2026, 7:33 p.m.
NER	Named-entity recognition	`batch_69d94d90f18c819083a36ff4b9be4a20`	completed	April 10, 2026, 7:20 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f63f132d048190b58a8381bdc74cad`	completed	May 2, 2026, 6:14 p.m.
NEDg	Description generation	`batch_69f6415f11d88190a9f77eb1890f76ef`	completed	May 2, 2026, 6:24 p.m.
NED2	Entity disambiguation (via description)	`batch_69f64231606481909b8dd9d878670a6c`	completed	May 2, 2026, 6:28 p.m.

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