Triple
T12230848
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Secretary of Labor and Workforce Development of Massachusetts |
E291471
|
entity |
| Predicate | oversees |
P46
|
FINISHED |
| Object |
Massachusetts Department of Career Services
The Massachusetts Department of Career Services is a state agency that administers employment, job training, and workforce development programs to help residents find and advance in work.
|
E969610
|
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 Department of Career Services | Statement: [Secretary of Labor and Workforce Development of Massachusetts, oversees, Massachusetts Department of Career Services]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Massachusetts Department of Career Services Context triple: [Secretary of Labor and Workforce Development of Massachusetts, oversees, Massachusetts Department of Career Services]
-
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.
Massachusetts Department of Transitional Assistance
The Massachusetts Department of Transitional Assistance is a state agency that administers public assistance programs such as food, cash, and employment support for low-income individuals and families 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.
Massachusetts Office of Grants and Research
The Massachusetts Office of Grants and Research is a state agency that administers and coordinates public safety, homeland security, and related grant programs and research initiatives across the Commonwealth.
-
E.
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.
- 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 Department of Career Services Triple: [Secretary of Labor and Workforce Development of Massachusetts, oversees, Massachusetts Department of Career Services]
Generated description
The Massachusetts Department of Career Services is a state agency that administers employment, job training, and workforce development programs to help residents find and advance in work.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Massachusetts Department of Career Services Target entity description: The Massachusetts Department of Career Services is a state agency that administers employment, job training, and workforce development programs to help residents find and advance in work.
-
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.
Massachusetts Department of Transitional Assistance
The Massachusetts Department of Transitional Assistance is a state agency that administers public assistance programs such as food, cash, and employment support for low-income individuals and families 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.
Massachusetts Office of Grants and Research
The Massachusetts Office of Grants and Research is a state agency that administers and coordinates public safety, homeland security, and related grant programs and research initiatives across the Commonwealth.
-
E.
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.
- 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_69d6ab668acc8190963ba424049d6aee |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d91ca45bd48190b8b7f6b29b6bb25b |
completed | April 10, 2026, 3:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f60aad2d488190ba36588e3376ca1a |
completed | May 2, 2026, 2:31 p.m. |
| NEDg | Description generation | batch_69f60bdca250819090b4b4cc84d343f4 |
completed | May 2, 2026, 2:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f60cd51d34819099927fee476958ea |
completed | May 2, 2026, 2:40 p.m. |
Created at: April 8, 2026, 9:51 p.m.