Triple

T7752958

Position	Surface form	Disambiguated ID	Type / Status
Subject	Government of New Brunswick	`E175812`	entity
Predicate	hasDepartment	`P35`	FINISHED
Object	Department of Social Development (New Brunswick) The Department of Social Development (New Brunswick) is the provincial government agency responsible for delivering social services and income support programs to individuals, families, and seniors in New Brunswick.	`E685494`	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: Department of Social Development (New Brunswick) | Statement: [Government of New Brunswick, hasDepartment, Department of Social Development (New Brunswick)]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Department of Social Development (New Brunswick)
Context triple: [Government of New Brunswick, hasDepartment, Department of Social Development (New Brunswick)]

A. Department of Health and Community Services (Newfoundland and Labrador)
The Department of Health and Community Services (Newfoundland and Labrador) is the provincial government department responsible for overseeing public health care, community health services, and health policy in Newfoundland and Labrador, Canada.
B. Ministry of Social Development (New Zealand)
The Ministry of Social Development (New Zealand) is the government agency responsible for delivering social services and income support, reducing poverty, and supporting the wellbeing of individuals, families, and communities across New Zealand.
C. Government of New Brunswick
The Government of New Brunswick is the provincial authority responsible for administering public services, laws, and policies within the Canadian province of New Brunswick.
D. Department of Social Welfare and Development
The Department of Social Welfare and Development is the Philippine government agency responsible for formulating and implementing policies, programs, and services aimed at social protection, poverty alleviation, and the welfare of vulnerable sectors of society.
E. Ministry of Social Development and Seniors of Bermuda
The Ministry of Social Development and Seniors of Bermuda is a governmental body responsible for social services, welfare programs, and policies supporting the well-being and rights of seniors and vulnerable populations in Bermuda.
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: Department of Social Development (New Brunswick)
Triple: [Government of New Brunswick, hasDepartment, Department of Social Development (New Brunswick)]

Generated description

The Department of Social Development (New Brunswick) is the provincial government agency responsible for delivering social services and income support programs to individuals, families, and seniors in New Brunswick.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Department of Social Development (New Brunswick)
Target entity description: The Department of Social Development (New Brunswick) is the provincial government agency responsible for delivering social services and income support programs to individuals, families, and seniors in New Brunswick.

A. Department of Health and Community Services (Newfoundland and Labrador)
The Department of Health and Community Services (Newfoundland and Labrador) is the provincial government department responsible for overseeing public health care, community health services, and health policy in Newfoundland and Labrador, Canada.
B. Ministry of Social Development (New Zealand)
The Ministry of Social Development (New Zealand) is the government agency responsible for delivering social services and income support, reducing poverty, and supporting the wellbeing of individuals, families, and communities across New Zealand.
C. Government of New Brunswick
The Government of New Brunswick is the provincial authority responsible for administering public services, laws, and policies within the Canadian province of New Brunswick.
D. Department of Social Welfare and Development
The Department of Social Welfare and Development is the Philippine government agency responsible for formulating and implementing policies, programs, and services aimed at social protection, poverty alleviation, and the welfare of vulnerable sectors of society.
E. Ministry of Social Development and Seniors of Bermuda
The Ministry of Social Development and Seniors of Bermuda is a governmental body responsible for social services, welfare programs, and policies supporting the well-being and rights of seniors and vulnerable populations in Bermuda.
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_69c6996180088190832e38e8d83ff54a`	completed	March 27, 2026, 2:51 p.m.
NER	Named-entity recognition	`batch_69c703b4b54c819088ffe918ce5c7de4`	completed	March 27, 2026, 10:24 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c8be5a649c81909c94d629348b34fc`	completed	March 29, 2026, 5:53 a.m.
NEDg	Description generation	`batch_69c8bf06242c8190b38bae041484096d`	completed	March 29, 2026, 5:56 a.m.
NED2	Entity disambiguation (via description)	`batch_69c8bf5aa1348190a5c369bece6fb6db`	completed	March 29, 2026, 5:57 a.m.

Created at: March 27, 2026, 4:08 p.m.