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.