Triple

T1394116

Position	Surface form	Disambiguated ID	Type / Status
Subject	Government of the State of Georgia	`E30625`	entity
Predicate	hasAgency	`P3933`	FINISHED
Object	Georgia Department of Human Services The Georgia Department of Human Services is the state agency responsible for administering social services and assistance programs that support the well-being and self-sufficiency of Georgia residents.	`E159487`	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: Georgia Department of Human Services | Statement: [Government of the State of Georgia, hasAgency, Georgia Department of Human Services]

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

Target entity: Georgia Department of Human Services
Context triple: [Government of the State of Georgia, hasAgency, Georgia Department of Human Services]

A. 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.
B. 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.
C. 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.
D. California Department of Social Services
The California Department of Social Services is a state agency responsible for administering California’s public assistance, child welfare, and social service programs.
E. Government of the State of Georgia
The Government of the State of Georgia is the U.S. state’s central governing authority, encompassing its executive, legislative, and judicial branches and overseeing statewide agencies and public services.
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: Georgia Department of Human Services
Triple: [Government of the State of Georgia, hasAgency, Georgia Department of Human Services]

Generated description

The Georgia Department of Human Services is the state agency responsible for administering social services and assistance programs that support the well-being and self-sufficiency of Georgia residents.

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

Target entity: Georgia Department of Human Services
Target entity description: The Georgia Department of Human Services is the state agency responsible for administering social services and assistance programs that support the well-being and self-sufficiency of Georgia residents.

A. 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.
B. 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.
C. 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.
D. California Department of Social Services
The California Department of Social Services is a state agency responsible for administering California’s public assistance, child welfare, and social service programs.
E. Government of the State of Georgia
The Government of the State of Georgia is the U.S. state’s central governing authority, encompassing its executive, legislative, and judicial branches and overseeing statewide agencies and public services.
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_69a498fd4e408190bd73eca30ea9754c`	completed	March 1, 2026, 7:52 p.m.
NER	Named-entity recognition	`batch_69a4c37cd99081908d16014e0b99992d`	completed	March 1, 2026, 10:53 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69acde2c62ac819090179b775ea544c9`	completed	March 8, 2026, 2:25 a.m.
NEDg	Description generation	`batch_69acde870bac8190bd1c2636fca1dc74`	completed	March 8, 2026, 2:27 a.m.
NED2	Entity disambiguation (via description)	`batch_69acdef0bd0c81908e1eeb6851a2368d`	completed	March 8, 2026, 2:29 a.m.

Created at: March 1, 2026, 7:59 p.m.