Triple

T12023992

Position	Surface form	Disambiguated ID	Type / Status
Subject	Hanover Township	`E286227`	entity
Predicate	hasDepartment	`P35`	FINISHED
Object	Human Services Department The Human Services Department is a municipal agency in Hanover Township that provides social support, community assistance, and related public welfare services to residents.	`E959707`	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: Human Services Department | Statement: [Hanover Township, hasDepartment, Human Services Department]

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

Target entity: Human Services Department
Context triple: [Hanover Township, hasDepartment, Human Services Department]

A. 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.
B. Department of Social Services
The Department of Social Services is a local government agency that administers public assistance, child and family services, and related social support programs for residents of Prince William County.
C. Department of Social Welfare
The Department of Social Welfare is an academic unit within UCLA’s Luskin School of Public Affairs that focuses on education and research in social work and social welfare policy and practice.
D. Human Services Department (Seattle)
The Human Services Department (Seattle) is a municipal agency responsible for funding and coordinating social services and support programs for vulnerable and underserved residents in the City of Seattle.
E. 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.
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: Human Services Department
Triple: [Hanover Township, hasDepartment, Human Services Department]

Generated description

The Human Services Department is a municipal agency in Hanover Township that provides social support, community assistance, and related public welfare services to residents.

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

Target entity: Human Services Department
Target entity description: The Human Services Department is a municipal agency in Hanover Township that provides social support, community assistance, and related public welfare services to residents.

A. 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.
B. Department of Social Services
The Department of Social Services is a local government agency that administers public assistance, child and family services, and related social support programs for residents of Prince William County.
C. Department of Social Welfare
The Department of Social Welfare is an academic unit within UCLA’s Luskin School of Public Affairs that focuses on education and research in social work and social welfare policy and practice.
D. Human Services Department (Seattle)
The Human Services Department (Seattle) is a municipal agency responsible for funding and coordinating social services and support programs for vulnerable and underserved residents in the City of Seattle.
E. 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.
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_69d6ab4669e48190b59246358b0383ab`	completed	April 8, 2026, 7:23 p.m.
NER	Named-entity recognition	`batch_69d903ee4f9081909e5a58ecbd830b14`	completed	April 10, 2026, 2:06 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f48b71e5c48190a58ace8ef7c8928d`	completed	May 1, 2026, 11:16 a.m.
NEDg	Description generation	`batch_69f48fc7a8848190a06b34cc45db4789`	completed	May 1, 2026, 11:34 a.m.
NED2	Entity disambiguation (via description)	`batch_69f495f069c48190a6e5856c272420c0`	completed	May 1, 2026, noon

Created at: April 8, 2026, 9:47 p.m.