Triple

T1922870

Position	Surface form	Disambiguated ID	Type / Status
Subject	Oregon Department of Human Services	`E40162`	entity
Predicate	hasPart	`P35`	FINISHED
Object	Developmental Disabilities Services Developmental Disabilities Services is a division of Oregon’s state human services system that provides support, resources, and programs for individuals with developmental disabilities and their families.	`E217145`	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: Developmental Disabilities Services | Statement: [Oregon Department of Human Services, hasPart, Developmental Disabilities Services]

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

Target entity: Developmental Disabilities Services
Context triple: [Oregon Department of Human Services, hasPart, Developmental Disabilities Services]

A. State Councils on Developmental Disabilities programs
State Councils on Developmental Disabilities programs are state-level initiatives that promote the rights, inclusion, and self-determination of people with developmental disabilities through advocacy, systems change, and capacity-building activities.
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 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. New York State Office for People With Developmental Disabilities
The New York State Office for People With Developmental Disabilities is a state agency that coordinates services, supports, and advocacy for individuals with developmental disabilities and their families across New York.
E. Individuals with Disabilities Education Act Part C
Individuals with Disabilities Education Act Part C is the section of U.S. federal law that governs early intervention services for infants and toddlers with disabilities and their families.
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: Developmental Disabilities Services
Triple: [Oregon Department of Human Services, hasPart, Developmental Disabilities Services]

Generated description

Developmental Disabilities Services is a division of Oregon’s state human services system that provides support, resources, and programs for individuals with developmental disabilities and their families.

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

Target entity: Developmental Disabilities Services
Target entity description: Developmental Disabilities Services is a division of Oregon’s state human services system that provides support, resources, and programs for individuals with developmental disabilities and their families.

A. State Councils on Developmental Disabilities programs
State Councils on Developmental Disabilities programs are state-level initiatives that promote the rights, inclusion, and self-determination of people with developmental disabilities through advocacy, systems change, and capacity-building activities.
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 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. New York State Office for People With Developmental Disabilities
The New York State Office for People With Developmental Disabilities is a state agency that coordinates services, supports, and advocacy for individuals with developmental disabilities and their families across New York.
E. Individuals with Disabilities Education Act Part C
Individuals with Disabilities Education Act Part C is the section of U.S. federal law that governs early intervention services for infants and toddlers with disabilities and their families.
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_69a8864298748190a2f2fd34f7ef8d77`	completed	March 4, 2026, 7:21 p.m.
NER	Named-entity recognition	`batch_69abb23459ac819088ded5bfac9d4aad`	completed	March 7, 2026, 5:05 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69adf3e458e8819098ea1c2d5598f890`	completed	March 8, 2026, 10:10 p.m.
NEDg	Description generation	`batch_69adf4cd91008190ada815601d9f76b4`	completed	March 8, 2026, 10:14 p.m.
NED2	Entity disambiguation (via description)	`batch_69adf5681ea88190979237322fd2785b`	completed	March 8, 2026, 10:17 p.m.

Created at: March 4, 2026, 7:35 p.m.