Triple
T1661014
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Executive Office of Health and Human Services of Massachusetts |
E35906
|
entity |
| Predicate | oversees |
P46
|
FINISHED |
| Object |
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.
|
E189127
|
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 Developmental Services | Statement: [Executive Office of Health and Human Services of Massachusetts, oversees, Massachusetts Department of Developmental Services]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Massachusetts Department of Developmental Services Context triple: [Executive Office of Health and Human Services of Massachusetts, oversees, Massachusetts Department of Developmental Services]
-
A.
Massachusetts Department of Mental Health
The Massachusetts Department of Mental Health is the state agency responsible for providing, coordinating, and overseeing public mental health services and policy for residents of Massachusetts.
-
B.
California Department of Developmental Services
The California Department of Developmental Services is a state agency that oversees services and supports for individuals with developmental disabilities and their families throughout California.
-
C.
Massachusetts Department of Children and Families
The Massachusetts Department of Children and Families is the state agency responsible for protecting children from abuse and neglect and providing child welfare and family support services across Massachusetts.
-
D.
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.
-
E.
Massachusetts Department of Elder Affairs
The Massachusetts Department of Elder Affairs is a state agency responsible for promoting the independence, well-being, and quality of life of older adults through services, advocacy, and community-based support programs.
- 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 Developmental Services Triple: [Executive Office of Health and Human Services of Massachusetts, oversees, Massachusetts Department of Developmental Services]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Massachusetts Department of Developmental Services Target entity description: 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.
-
A.
Massachusetts Department of Mental Health
The Massachusetts Department of Mental Health is the state agency responsible for providing, coordinating, and overseeing public mental health services and policy for residents of Massachusetts.
-
B.
California Department of Developmental Services
The California Department of Developmental Services is a state agency that oversees services and supports for individuals with developmental disabilities and their families throughout California.
-
C.
Massachusetts Department of Children and Families
The Massachusetts Department of Children and Families is the state agency responsible for protecting children from abuse and neglect and providing child welfare and family support services across Massachusetts.
-
D.
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.
-
E.
Massachusetts Department of Elder Affairs
The Massachusetts Department of Elder Affairs is a state agency responsible for promoting the independence, well-being, and quality of life of older adults through services, advocacy, and community-based support programs.
- 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_69a88606aa808190aa0b421b4271f220 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a90ab2a3488190a67c110a70d652c9 |
completed | March 5, 2026, 4:46 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad71adb0388190b358e83fa8dfaef5 |
completed | March 8, 2026, 12:55 p.m. |
| NEDg | Description generation | batch_69ad7252c9d88190a6bc782139e97342 |
completed | March 8, 2026, 12:57 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad72e9403081909915a0a2649946d0 |
completed | March 8, 2026, 1 p.m. |
Created at: March 4, 2026, 7:29 p.m.