Triple

T517824

Position	Surface form	Disambiguated ID	Type / Status
Subject	Massachusetts Department of Higher Education	`E10746`	entity
Predicate	oversees	`P46`	FINISHED
Object	Massachusetts community colleges Massachusetts community colleges are a network of public two-year institutions in Massachusetts that provide accessible, affordable higher education and workforce training across the state.	`E64575`	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: Massachusetts community colleges | Statement: [Massachusetts Department of Higher Education, oversees, Massachusetts community colleges]

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

Target entity: Massachusetts community colleges
Context triple: [Massachusetts Department of Higher Education, oversees, Massachusetts community colleges]

A. Cape Cod Community College
Cape Cod Community College is a public two-year college on Cape Cod in Massachusetts offering associate degrees, certificates, and transfer programs for local and regional students.
B. Middlesex Community College
Middlesex Community College is a public two-year college in Massachusetts offering associate degrees, certificates, and transfer programs across multiple campuses.
C. Massachusetts Department of Higher Education
The Massachusetts Department of Higher Education is the state agency responsible for overseeing public higher education institutions and policies in Massachusetts.
D. Northern Essex Community College
Northern Essex Community College is a public two-year community college in Massachusetts offering associate degrees, certificates, and transfer programs to a diverse student population.
E. New England Commission of Higher Education
The New England Commission of Higher Education is a regional accrediting agency in the United States that evaluates and certifies the quality and standards of colleges and universities in the New England region.
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: Massachusetts community colleges
Triple: [Massachusetts Department of Higher Education, oversees, Massachusetts community colleges]

Generated description

Massachusetts community colleges are a network of public two-year institutions in Massachusetts that provide accessible, affordable higher education and workforce training across the state.

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

Target entity: Massachusetts community colleges
Target entity description: Massachusetts community colleges are a network of public two-year institutions in Massachusetts that provide accessible, affordable higher education and workforce training across the state.

A. Cape Cod Community College
Cape Cod Community College is a public two-year college on Cape Cod in Massachusetts offering associate degrees, certificates, and transfer programs for local and regional students.
B. Middlesex Community College
Middlesex Community College is a public two-year college in Massachusetts offering associate degrees, certificates, and transfer programs across multiple campuses.
C. Massachusetts Department of Higher Education
The Massachusetts Department of Higher Education is the state agency responsible for overseeing public higher education institutions and policies in Massachusetts.
D. Northern Essex Community College
Northern Essex Community College is a public two-year community college in Massachusetts offering associate degrees, certificates, and transfer programs to a diverse student population.
E. New England Commission of Higher Education
The New England Commission of Higher Education is a regional accrediting agency in the United States that evaluates and certifies the quality and standards of colleges and universities in the New England region.
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_69a2e84a0d08819087e01863fcd9abf1`	completed	Feb. 28, 2026, 1:06 p.m.
NER	Named-entity recognition	`batch_69a2f19d81d48190bd65a02059fc8473`	completed	Feb. 28, 2026, 1:46 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69a4a42d1a348190abc23d22bda5d9a2`	completed	March 1, 2026, 8:40 p.m.
NEDg	Description generation	`batch_69a4a4a83cb48190a5d80557c5573ab2`	completed	March 1, 2026, 8:42 p.m.
NED2	Entity disambiguation (via description)	`batch_69a4a52e4ae081909f880462479fc51f`	completed	March 1, 2026, 8:44 p.m.

Created at: Feb. 28, 2026, 1:12 p.m.