Triple

T307210

Position	Surface form	Disambiguated ID	Type / Status
Subject	Government of Oregon	`E6328`	entity
Predicate	hasDepartment	`P35`	FINISHED
Object	Oregon Department of Human Services The Oregon Department of Human Services is the state agency responsible for providing social services and assistance programs to support the health, safety, and well-being of Oregon residents.	`E40162`	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: Oregon Department of Human Services | Statement: [Government of Oregon, hasDepartment, Oregon Department of Human Services]

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

Target entity: Oregon Department of Human Services
Context triple: [Government of Oregon, hasDepartment, Oregon Department of Human Services]

A. Oregon Health Authority
The Oregon Health Authority is the state agency responsible for overseeing public health, health policy, and the administration of health coverage programs in Oregon.
B. Oregon Department of Education
The Oregon Department of Education is the state agency responsible for overseeing public K–12 education, implementing education policy, and supporting school districts throughout Oregon.
C. Administration for Children and Families
The Administration for Children and Families is a U.S. federal agency within the Department of Health and Human Services that administers programs promoting the economic and social well-being of children, families, and communities.
D. Oregon Employment Department
The Oregon Employment Department is a state agency responsible for administering unemployment insurance, workforce development, and labor market information services in Oregon.
E. Oregon Department of Environmental Quality
The Oregon Department of Environmental Quality is the state agency responsible for protecting and enhancing Oregon’s air, land, and water quality through regulation, monitoring, and environmental 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: Oregon Department of Human Services
Triple: [Government of Oregon, hasDepartment, Oregon Department of Human Services]

Generated description

The Oregon Department of Human Services is the state agency responsible for providing social services and assistance programs to support the health, safety, and well-being of Oregon residents.

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

Target entity: Oregon Department of Human Services
Target entity description: The Oregon Department of Human Services is the state agency responsible for providing social services and assistance programs to support the health, safety, and well-being of Oregon residents.

A. Oregon Health Authority
The Oregon Health Authority is the state agency responsible for overseeing public health, health policy, and the administration of health coverage programs in Oregon.
B. Oregon Department of Education
The Oregon Department of Education is the state agency responsible for overseeing public K–12 education, implementing education policy, and supporting school districts throughout Oregon.
C. Administration for Children and Families
The Administration for Children and Families is a U.S. federal agency within the Department of Health and Human Services that administers programs promoting the economic and social well-being of children, families, and communities.
D. Oregon Employment Department
The Oregon Employment Department is a state agency responsible for administering unemployment insurance, workforce development, and labor market information services in Oregon.
E. Oregon Department of Environmental Quality
The Oregon Department of Environmental Quality is the state agency responsible for protecting and enhancing Oregon’s air, land, and water quality through regulation, monitoring, and environmental 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_69a2e79230508190b912ecb555aae17e`	completed	Feb. 28, 2026, 1:03 p.m.
NER	Named-entity recognition	`batch_69a2ea313be88190b4441f3ea41a99e2`	completed	Feb. 28, 2026, 1:14 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69a3bc255b308190b3f92e81801e65eb`	completed	March 1, 2026, 4:10 a.m.
NEDg	Description generation	`batch_69a3bcbe01108190b5552d6db99f481a`	completed	March 1, 2026, 4:12 a.m.
NED2	Entity disambiguation (via description)	`batch_69a3bd195c5c8190b5580c21100215a7`	completed	March 1, 2026, 4:14 a.m.

Created at: Feb. 28, 2026, 1:06 p.m.