Triple

T1922874

Position	Surface form	Disambiguated ID	Type / Status
Subject	Oregon Department of Human Services	`E40162`	entity
Predicate	hasPart	`P35`	FINISHED
Object	Office of Reporting, Research, Analytics and Implementation The Office of Reporting, Research, Analytics and Implementation is a division within the Oregon Department of Human Services that provides data analysis, research, and implementation support to inform and improve human services programs and policies.	`E217149`	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: Office of Reporting, Research, Analytics and Implementation | Statement: [Oregon Department of Human Services, hasPart, Office of Reporting, Research, Analytics and Implementation]

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

Target entity: Office of Reporting, Research, Analytics and Implementation
Context triple: [Oregon Department of Human Services, hasPart, Office of Reporting, Research, Analytics and Implementation]

A. Office of Planning, Research and Evaluation
The Office of Planning, Research and Evaluation is a division within the U.S. Department of Health and Human Services that conducts research and evaluation to inform policies and programs affecting children and families.
B. Office of Policy Development and Research
The Office of Policy Development and Research is a research and policy analysis division within the U.S. federal government that studies housing and urban development issues to inform national housing policy and programs.
C. Research and Analysis Branch
The Research and Analysis Branch was the intelligence analysis arm of the U.S. Office of Strategic Services during World War II, responsible for gathering, interpreting, and reporting strategic information.
D. Office of Evaluation Sciences
The Office of Evaluation Sciences is a U.S. federal government team that applies behavioral and social science research methods to improve public programs and policies.
E. Office of Research Integrity
The Office of Research Integrity is a U.S. federal agency responsible for promoting research integrity and investigating allegations of research misconduct in Public Health Service–funded research.
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: Office of Reporting, Research, Analytics and Implementation
Triple: [Oregon Department of Human Services, hasPart, Office of Reporting, Research, Analytics and Implementation]

Generated description

The Office of Reporting, Research, Analytics and Implementation is a division within the Oregon Department of Human Services that provides data analysis, research, and implementation support to inform and improve human services programs and policies.

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

Target entity: Office of Reporting, Research, Analytics and Implementation
Target entity description: The Office of Reporting, Research, Analytics and Implementation is a division within the Oregon Department of Human Services that provides data analysis, research, and implementation support to inform and improve human services programs and policies.

A. Office of Planning, Research and Evaluation
The Office of Planning, Research and Evaluation is a division within the U.S. Department of Health and Human Services that conducts research and evaluation to inform policies and programs affecting children and families.
B. Office of Policy Development and Research
The Office of Policy Development and Research is a research and policy analysis division within the U.S. federal government that studies housing and urban development issues to inform national housing policy and programs.
C. Research and Analysis Branch
The Research and Analysis Branch was the intelligence analysis arm of the U.S. Office of Strategic Services during World War II, responsible for gathering, interpreting, and reporting strategic information.
D. Office of Evaluation Sciences
The Office of Evaluation Sciences is a U.S. federal government team that applies behavioral and social science research methods to improve public programs and policies.
E. Office of Research Integrity
The Office of Research Integrity is a U.S. federal agency responsible for promoting research integrity and investigating allegations of research misconduct in Public Health Service–funded research.
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.