Triple

T2804927
Position Surface form Disambiguated ID Type / Status
Subject Malden Public Schools E54028 entity
Predicate stateEducationAgency P29188 FINISHED
Object Massachusetts Department of Elementary and Secondary Education E1202 NE FINISHED

How this triple was built (3 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 Department of Elementary and Secondary Education | Statement: [Malden Public Schools, stateEducationAgency, Massachusetts Department of Elementary and Secondary Education]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Massachusetts Department of Elementary and Secondary Education
Context triple: [Malden Public Schools, stateEducationAgency, Massachusetts Department of Elementary and Secondary Education]
  • A. Massachusetts Department of Elementary and Secondary Education chosen
    The Massachusetts Department of Elementary and Secondary Education is the state agency responsible for overseeing public K–12 education, setting academic standards, and administering education policy and funding in Massachusetts.
  • B. Massachusetts Board of Elementary and Secondary Education
    The Massachusetts Board of Elementary and Secondary Education is the state’s governing body responsible for setting policy, standards, and regulations for public K–12 education in Massachusetts.
  • C. 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.
  • D. Maine Department of Education
    The Maine Department of Education is the state agency responsible for overseeing public education, setting academic standards, and administering education policies and funding across Maine.
  • E. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: stateEducationAgency
Context triple: [Malden Public Schools, stateEducationAgency, Massachusetts Department of Elementary and Secondary Education]
  • A. schoolDistrict
    Indicates that one entity is a school district that administers, oversees, or serves the other entity (such as a school or geographic area).
  • B. stateSystem
    Indicates that an entity operates within, is governed by, or is part of a particular political or administrative state system.
  • C. schoolBoard
    Indicates that an entity serves as or is governed by a school board responsible for overseeing educational policies and administration.
  • D. hasEducationalMinistry chosen
    Indicates that an entity maintains or is associated with a ministry or department responsible for education-related functions or policies.
  • E. educationSystem
    Indicates the relationship in which an entity is part of, governed by, or operates within a particular system or structure of education.
  • F. None of above.

Provenance (4 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_69ab49dcee188190b5c6eca9ae9e3469 completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abde2ec2ac8190bd702ad3eafb6aed completed March 7, 2026, 8:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69afc674217c81908177b088cc824e7b completed March 10, 2026, 7:21 a.m.
PD Predicate disambiguation batch_69abdd059f308190853191f6ffe2bc6f completed March 7, 2026, 8:08 a.m.
Created at: March 6, 2026, 9:59 p.m.