Triple

T4381414

Position	Surface form	Disambiguated ID	Type / Status
Subject	Anne Arundel County Executive	`E99137`	entity
Predicate	responsibleFor	`P636`	FINISHED
Object	county health and human services administration The county health and human services administration is the local government body that oversees public health programs and social support services for residents of Anne Arundel County.	`E434677`	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: county health and human services administration | Statement: [Anne Arundel County Executive, responsibleFor, county health and human services administration]

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

Target entity: county health and human services administration
Context triple: [Anne Arundel County Executive, responsibleFor, county health and human services administration]

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. Health Bureau
The Health Bureau is the Hong Kong government department responsible for formulating and overseeing public health, healthcare, and related policy for the territory.
C. Community Health Administration
The Community Health Administration is a division of the District of Columbia’s public health system that oversees programs and services aimed at improving the health and well-being of local residents and communities.
D. California Health and Human Services Agency
The California Health and Human Services Agency is a state-level umbrella organization that oversees California’s major health care, social services, and public health departments and programs.
E. 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.
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: county health and human services administration
Triple: [Anne Arundel County Executive, responsibleFor, county health and human services administration]

Generated description

The county health and human services administration is the local government body that oversees public health programs and social support services for residents of Anne Arundel County.

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

Target entity: county health and human services administration
Target entity description: The county health and human services administration is the local government body that oversees public health programs and social support services for residents of Anne Arundel County.

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. Health Bureau
The Health Bureau is the Hong Kong government department responsible for formulating and overseeing public health, healthcare, and related policy for the territory.
C. Community Health Administration
The Community Health Administration is a division of the District of Columbia’s public health system that oversees programs and services aimed at improving the health and well-being of local residents and communities.
D. California Health and Human Services Agency
The California Health and Human Services Agency is a state-level umbrella organization that oversees California’s major health care, social services, and public health departments and programs.
E. 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.
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_69b3454ea8f48190a49c2436624d6ef6`	completed	March 12, 2026, 10:59 p.m.
NER	Named-entity recognition	`batch_69b352613dd481909e008a8db239a108`	completed	March 12, 2026, 11:55 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b5e51ff9188190aa4581d451feaafd`	completed	March 14, 2026, 10:45 p.m.
NEDg	Description generation	`batch_69b5e5c1cf2c8190b397f249090e7ce6`	completed	March 14, 2026, 10:48 p.m.
NED2	Entity disambiguation (via description)	`batch_69b5e61acb988190a6f4d7b2bffb2953`	completed	March 14, 2026, 10:50 p.m.

Created at: March 12, 2026, 11:18 p.m.