Triple

T2541580

Position	Surface form	Disambiguated ID	Type / Status
Subject	Seattle city government	`E57795`	entity
Predicate	hasDepartment	`P35`	FINISHED
Object	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.	`E277543`	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 (Seattle) | Statement: [Seattle city government, hasDepartment, Human Services Department (Seattle)]

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

Target entity: Human Services Department (Seattle)
Context triple: [Seattle city government, hasDepartment, Human Services Department (Seattle)]

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. 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.
C. 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.
D. District of Columbia Department of Human Services
The District of Columbia Department of Human Services is the city’s primary social services agency, responsible for providing assistance and support programs to low-income individuals and families in Washington, D.C.
E. Seattle Parks and Recreation
Seattle Parks and Recreation is the municipal department responsible for managing and maintaining Seattle’s public parks, open spaces, and recreational facilities and 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: Human Services Department (Seattle)
Triple: [Seattle city government, hasDepartment, Human Services Department (Seattle)]

Generated description

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.

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

Target entity: Human Services Department (Seattle)
Target entity description: 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.

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. 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.
C. 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.
D. District of Columbia Department of Human Services
The District of Columbia Department of Human Services is the city’s primary social services agency, responsible for providing assistance and support programs to low-income individuals and families in Washington, D.C.
E. Seattle Parks and Recreation
Seattle Parks and Recreation is the municipal department responsible for managing and maintaining Seattle’s public parks, open spaces, and recreational facilities and 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_69ab4a5212d88190b989ce129f2ad87f`	completed	March 6, 2026, 9:42 p.m.
NER	Named-entity recognition	`batch_69abd2bd92f88190bf100c799f62210c`	completed	March 7, 2026, 7:24 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69af5d046430819095605b8a8fd987d5`	completed	March 9, 2026, 11:51 p.m.
NEDg	Description generation	`batch_69af5f4be20c8190a0da1a25c7b097b8`	completed	March 10, 2026, 12:01 a.m.
NED2	Entity disambiguation (via description)	`batch_69af5fe06e6881908e0b11f3101cb0f0`	completed	March 10, 2026, 12:03 a.m.

Created at: March 6, 2026, 9:47 p.m.