Triple

T1699880

Position	Surface form	Disambiguated ID	Type / Status
Subject	Arlington County government	`E36743`	entity
Predicate	hasDivision	`P35`	FINISHED
Object	Department of Human Services The Department of Human Services is a local government agency in Arlington County that provides social, health, and support services to residents in need.	`E190665`	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 Human Services | Statement: [Arlington County government, hasDivision, Department of Human Services]

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

Target entity: Department of Human Services
Context triple: [Arlington County government, hasDivision, Department of Human Services]

A. 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.
B. Office of Domestic Social Development
The Office of Domestic Social Development is a department of the United States Conference of Catholic Bishops that focuses on public policy and advocacy related to social justice and domestic issues within the United States.
C. Office of Community Services
The Office of Community Services is a U.S. federal agency division that administers programs and grants aimed at reducing poverty, supporting low-income communities, and promoting economic self-sufficiency.
D. Maryland Department of Human Services
The Maryland Department of Human Services is the state’s primary social services agency, responsible for administering programs that support vulnerable children, families, and adults across Maryland.
E. Administration on Children, Youth and Families
The Administration on Children, Youth and Families is a U.S. federal agency division that oversees programs and policies aimed at promoting the safety, well-being, and healthy development of children, youth, and 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: Department of Human Services
Triple: [Arlington County government, hasDivision, Department of Human Services]

Generated description

The Department of Human Services is a local government agency in Arlington County that provides social, health, and support services to residents in need.

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

Target entity: Department of Human Services
Target entity description: The Department of Human Services is a local government agency in Arlington County that provides social, health, and support services to residents in need.

A. 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.
B. Office of Domestic Social Development
The Office of Domestic Social Development is a department of the United States Conference of Catholic Bishops that focuses on public policy and advocacy related to social justice and domestic issues within the United States.
C. Office of Community Services
The Office of Community Services is a U.S. federal agency division that administers programs and grants aimed at reducing poverty, supporting low-income communities, and promoting economic self-sufficiency.
D. Maryland Department of Human Services
The Maryland Department of Human Services is the state’s primary social services agency, responsible for administering programs that support vulnerable children, families, and adults across Maryland.
E. Administration on Children, Youth and Families
The Administration on Children, Youth and Families is a U.S. federal agency division that oversees programs and policies aimed at promoting the safety, well-being, and healthy development of children, youth, and 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_69a886163dec8190859c514232a37a05`	completed	March 4, 2026, 7:20 p.m.
NER	Named-entity recognition	`batch_69aa62d3c57c81908887844e885062e3`	completed	March 6, 2026, 5:14 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ad799d59a48190b1efb101c2a67e4f`	completed	March 8, 2026, 1:29 p.m.
NEDg	Description generation	`batch_69ad7a12d1048190ade4e1a84638215e`	completed	March 8, 2026, 1:30 p.m.
NED2	Entity disambiguation (via description)	`batch_69ad7a8fe4d88190beb1e6b8cd778501`	completed	March 8, 2026, 1:33 p.m.

Created at: March 4, 2026, 7:30 p.m.