Triple
T12230847
| 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 Unemployment Assistance
The Massachusetts Department of Unemployment Assistance is a state agency responsible for administering unemployment insurance benefits and related employment support services to eligible workers in Massachusetts.
|
E969609
|
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 Unemployment Assistance | Statement: [Secretary of Labor and Workforce Development of Massachusetts, oversees, Massachusetts Department of Unemployment Assistance]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Massachusetts Department of Unemployment Assistance Context triple: [Secretary of Labor and Workforce Development of Massachusetts, oversees, Massachusetts Department of Unemployment Assistance]
-
A.
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.
-
B.
Massachusetts Rehabilitation Commission
The Massachusetts Rehabilitation Commission is a state agency that provides vocational rehabilitation, independent living, and disability support services to help individuals with disabilities live and work as independently as possible.
-
C.
Massachusetts Department of Developmental Services
The Massachusetts Department of Developmental Services is a state agency that provides and coordinates services and supports for individuals with intellectual and developmental disabilities and their families across Massachusetts.
-
D.
Massachusetts State Retirement Board
The Massachusetts State Retirement Board is the government body responsible for administering public employee retirement benefits and managing the state pension system in Massachusetts.
-
E.
Maine Department of Labor
The Maine Department of Labor is the state agency responsible for overseeing workforce development, employment services, and labor standards for workers and employers in Maine.
- 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 Unemployment Assistance Triple: [Secretary of Labor and Workforce Development of Massachusetts, oversees, Massachusetts Department of Unemployment Assistance]
Generated description
The Massachusetts Department of Unemployment Assistance is a state agency responsible for administering unemployment insurance benefits and related employment support services to eligible workers in Massachusetts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Massachusetts Department of Unemployment Assistance Target entity description: The Massachusetts Department of Unemployment Assistance is a state agency responsible for administering unemployment insurance benefits and related employment support services to eligible workers in Massachusetts.
-
A.
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.
-
B.
Massachusetts Rehabilitation Commission
The Massachusetts Rehabilitation Commission is a state agency that provides vocational rehabilitation, independent living, and disability support services to help individuals with disabilities live and work as independently as possible.
-
C.
Massachusetts Department of Developmental Services
The Massachusetts Department of Developmental Services is a state agency that provides and coordinates services and supports for individuals with intellectual and developmental disabilities and their families across Massachusetts.
-
D.
Massachusetts State Retirement Board
The Massachusetts State Retirement Board is the government body responsible for administering public employee retirement benefits and managing the state pension system in Massachusetts.
-
E.
Maine Department of Labor
The Maine Department of Labor is the state agency responsible for overseeing workforce development, employment services, and labor standards for workers and employers in Maine.
- 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.