Triple

T921331

Position	Surface form	Disambiguated ID	Type / Status
Subject	Virginia Community College System	`E19889`	entity
Predicate	collaboratesWith	`P37`	FINISHED
Object	Virginia K-12 school divisions Virginia K-12 school divisions are the public primary and secondary education systems across the Commonwealth of Virginia, encompassing local school districts that serve students from kindergarten through 12th grade.	`E107987`	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: Virginia K-12 school divisions | Statement: [Virginia Community College System, collaboratesWith, Virginia K-12 school divisions]

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

Target entity: Virginia K-12 school divisions
Context triple: [Virginia Community College System, collaboratesWith, Virginia K-12 school divisions]

A. Stafford County Public Schools
Stafford County Public Schools is the K–12 school district responsible for operating and overseeing public education in Stafford County, Virginia.
B. Fairfax County Public Schools
Fairfax County Public Schools is a large public school district in Northern Virginia serving students in Fairfax County and the City of Fairfax, known for its academic rigor and extensive educational programs.
C. Oregon K-12 school districts
Oregon K-12 school districts are the network of primary and secondary public education systems across the state that serve students from kindergarten through 12th grade.
D. Fairfax City Public Schools
Fairfax City Public Schools is the small, independent public school division that serves students residing in the City of Fairfax, Virginia, operating in close partnership with neighboring Fairfax County Public Schools.
E. Loudoun County Public Schools
Loudoun County Public Schools is the public school district serving students in Loudoun County, Virginia, operating a network of elementary, middle, and high schools across the county.
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: Virginia K-12 school divisions
Triple: [Virginia Community College System, collaboratesWith, Virginia K-12 school divisions]

Generated description

Virginia K-12 school divisions are the public primary and secondary education systems across the Commonwealth of Virginia, encompassing local school districts that serve students from kindergarten through 12th grade.

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

Target entity: Virginia K-12 school divisions
Target entity description: Virginia K-12 school divisions are the public primary and secondary education systems across the Commonwealth of Virginia, encompassing local school districts that serve students from kindergarten through 12th grade.

A. Stafford County Public Schools
Stafford County Public Schools is the K–12 school district responsible for operating and overseeing public education in Stafford County, Virginia.
B. Fairfax County Public Schools
Fairfax County Public Schools is a large public school district in Northern Virginia serving students in Fairfax County and the City of Fairfax, known for its academic rigor and extensive educational programs.
C. Oregon K-12 school districts
Oregon K-12 school districts are the network of primary and secondary public education systems across the state that serve students from kindergarten through 12th grade.
D. Fairfax City Public Schools
Fairfax City Public Schools is the small, independent public school division that serves students residing in the City of Fairfax, Virginia, operating in close partnership with neighboring Fairfax County Public Schools.
E. Loudoun County Public Schools
Loudoun County Public Schools is the public school district serving students in Loudoun County, Virginia, operating a network of elementary, middle, and high schools across the county.
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_69a493a099788190a696d9d8408cbaf4`	completed	March 1, 2026, 7:29 p.m.
NER	Named-entity recognition	`batch_69a4b313cb908190ad78b3a54e4f2eb7`	completed	March 1, 2026, 9:43 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69a7cf6486d88190b53cd743b08eef33`	completed	March 4, 2026, 6:21 a.m.
NEDg	Description generation	`batch_69a7d02d9d308190a9e950ae034b2ec5`	completed	March 4, 2026, 6:24 a.m.
NED2	Entity disambiguation (via description)	`batch_69a7d0aac93481908ffc2141d668e9d2`	completed	March 4, 2026, 6:26 a.m.

Created at: March 1, 2026, 7:40 p.m.