Triple
T252380
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | DESE |
E5176
|
entity |
| Predicate | worksWith |
P398
|
FINISHED |
| Object |
Massachusetts educational collaboratives
Massachusetts educational collaboratives are regional public organizations that pool resources among school districts to provide shared educational programs, services, and supports across the state.
|
E32262
|
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 educational collaboratives | Statement: [DESE, worksWith, Massachusetts educational collaboratives]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Massachusetts educational collaboratives Context triple: [DESE, worksWith, Massachusetts educational collaboratives]
-
A.
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.
-
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.
Massachusetts Department of Elementary and Secondary Education
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.
-
D.
Massachusetts Curriculum Frameworks
The Massachusetts Curriculum Frameworks are the state’s official academic standards that outline what students should know and be able to do in each subject and grade level in Massachusetts public schools.
-
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. 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 educational collaboratives Triple: [DESE, worksWith, Massachusetts educational collaboratives]
Generated description
Massachusetts educational collaboratives are regional public organizations that pool resources among school districts to provide shared educational programs, services, and supports across the state.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Massachusetts educational collaboratives Target entity description: Massachusetts educational collaboratives are regional public organizations that pool resources among school districts to provide shared educational programs, services, and supports across the state.
-
A.
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.
-
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.
Massachusetts Department of Elementary and Secondary Education
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.
-
D.
Massachusetts Curriculum Frameworks
The Massachusetts Curriculum Frameworks are the state’s official academic standards that outline what students should know and be able to do in each subject and grade level in Massachusetts public schools.
-
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. 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_69a257c4bf688190a46ebbf411ab7473 |
completed | Feb. 28, 2026, 2:49 a.m. |
| NER | Named-entity recognition | batch_69a25d39eb3881909f435043c8697f13 |
completed | Feb. 28, 2026, 3:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a37374e97c819090a8921d5c27d1ab |
completed | Feb. 28, 2026, 11 p.m. |
| NEDg | Description generation | batch_69a37424ca448190aeb43c7922fbd1dd |
completed | Feb. 28, 2026, 11:03 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3747b0bf481908b197614d9f2d04c |
completed | Feb. 28, 2026, 11:04 p.m. |
Created at: Feb. 28, 2026, 2:54 a.m.