Triple

T3095164
Position Surface form Disambiguated ID Type / Status
Subject Massachusetts community colleges E64575 entity
Predicate regulatoryFramework P1051 FINISHED
Object Massachusetts General Laws on public higher education
The Massachusetts General Laws on public higher education comprise the state’s statutory framework governing the organization, funding, and operation of its public colleges and universities, including community colleges.
E326820 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 General Laws on public higher education | Statement: [Massachusetts community colleges, regulatoryFramework, Massachusetts General Laws on public higher education]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Massachusetts General Laws on public higher education
Context triple: [Massachusetts community colleges, regulatoryFramework, Massachusetts General Laws on public higher education]
  • A. 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.
  • B. Executive Office of Education of Massachusetts
    The Executive Office of Education of Massachusetts is the state-level cabinet agency that oversees and coordinates education policy and administration across early education, K–12, and higher education in the Commonwealth.
  • C. New England Board of Higher Education
    The New England Board of Higher Education is a regional organization that promotes collaboration, policy development, and educational opportunities among colleges and universities across the New England states.
  • D. Massachusetts College of Liberal Arts
    Massachusetts College of Liberal Arts is a small public liberal arts college located in North Adams, Massachusetts, known for its focus on undergraduate education in the arts and sciences.
  • E. University of Massachusetts system
    The University of Massachusetts system is a public university network in Massachusetts comprising multiple campuses that provide a wide range of undergraduate, graduate, and professional programs.
  • 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 General Laws on public higher education
Triple: [Massachusetts community colleges, regulatoryFramework, Massachusetts General Laws on public higher education]
Generated description
The Massachusetts General Laws on public higher education comprise the state’s statutory framework governing the organization, funding, and operation of its public colleges and universities, including community colleges.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Massachusetts General Laws on public higher education
Target entity description: The Massachusetts General Laws on public higher education comprise the state’s statutory framework governing the organization, funding, and operation of its public colleges and universities, including community colleges.
  • A. 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.
  • B. Executive Office of Education of Massachusetts
    The Executive Office of Education of Massachusetts is the state-level cabinet agency that oversees and coordinates education policy and administration across early education, K–12, and higher education in the Commonwealth.
  • C. New England Board of Higher Education
    The New England Board of Higher Education is a regional organization that promotes collaboration, policy development, and educational opportunities among colleges and universities across the New England states.
  • D. Massachusetts College of Liberal Arts
    Massachusetts College of Liberal Arts is a small public liberal arts college located in North Adams, Massachusetts, known for its focus on undergraduate education in the arts and sciences.
  • E. University of Massachusetts system
    The University of Massachusetts system is a public university network in Massachusetts comprising multiple campuses that provide a wide range of undergraduate, graduate, and professional programs.
  • 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_69ad857c97d88190b26f9b1c90839c77 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada239a8c88190a746892b56ee7e02 completed March 8, 2026, 4:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69b20370aba48190a31ec25bca0a4727 completed March 12, 2026, 12:06 a.m.
NEDg Description generation batch_69b2046f76488190adef6685544b080e completed March 12, 2026, 12:10 a.m.
NED2 Entity disambiguation (via description) batch_69b2054bca388190ad40b2303ac96373 completed March 12, 2026, 12:14 a.m.
Created at: March 8, 2026, 3:03 p.m.