Triple
T10506931
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Massachusetts public K–12 education system |
E247810
|
entity |
| Predicate | hasComponent |
P35
|
FINISHED |
| Object |
Massachusetts English learner education programs
Massachusetts English learner education programs are specialized K–12 initiatives designed to support students whose first language is not English in developing academic English proficiency and succeeding in the state’s public schools.
|
E867932
|
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 English learner education programs | Statement: [Massachusetts public K–12 education system, hasComponent, Massachusetts English learner education programs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Massachusetts English learner education programs Context triple: [Massachusetts public K–12 education system, hasComponent, Massachusetts English learner education programs]
-
A.
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.
-
B.
Improving Access to Services for Persons with Limited English Proficiency
"Improving Access to Services for Persons with Limited English Proficiency" is a U.S. executive order directive that requires federal agencies and federally funded programs to ensure meaningful access to their services for individuals who do not speak English fluently.
-
C.
Learning a New Land: Immigrant Students in American Society
Learning a New Land: Immigrant Students in American Society is a sociological and educational study that examines the experiences, challenges, and adaptation of immigrant children and adolescents in U.S. schools and communities.
-
D.
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.
-
E.
Migrant Education Program
The Migrant Education Program is a U.S. federal initiative that provides supplemental educational and support services to help children of migratory agricultural workers overcome educational disruption and other barriers to academic success.
- 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 English learner education programs Triple: [Massachusetts public K–12 education system, hasComponent, Massachusetts English learner education programs]
Generated description
Massachusetts English learner education programs are specialized K–12 initiatives designed to support students whose first language is not English in developing academic English proficiency and succeeding in the state’s public schools.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Massachusetts English learner education programs Target entity description: Massachusetts English learner education programs are specialized K–12 initiatives designed to support students whose first language is not English in developing academic English proficiency and succeeding in the state’s public schools.
-
A.
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.
-
B.
Improving Access to Services for Persons with Limited English Proficiency
"Improving Access to Services for Persons with Limited English Proficiency" is a U.S. executive order directive that requires federal agencies and federally funded programs to ensure meaningful access to their services for individuals who do not speak English fluently.
-
C.
Learning a New Land: Immigrant Students in American Society
Learning a New Land: Immigrant Students in American Society is a sociological and educational study that examines the experiences, challenges, and adaptation of immigrant children and adolescents in U.S. schools and communities.
-
D.
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.
-
E.
Migrant Education Program
The Migrant Education Program is a U.S. federal initiative that provides supplemental educational and support services to help children of migratory agricultural workers overcome educational disruption and other barriers to academic success.
- 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_69d381c4aa948190942e1d803143fb0e |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d509b17cd88190b37e41b3ce2b4b16 |
completed | April 7, 2026, 1:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d8dce30d788190b4a40340b9200b10 |
completed | April 10, 2026, 11:20 a.m. |
| NEDg | Description generation | batch_69d8e8ca94508190a2a6beca7f01fbd8 |
completed | April 10, 2026, 12:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d9020bce488190b78e555cdd5caec4 |
completed | April 10, 2026, 1:58 p.m. |
Created at: April 6, 2026, 12:26 p.m.