Triple

T16871076

Position	Surface form	Disambiguated ID	Type / Status
Subject	Government of South Dakota	`E421165`	entity
Predicate	hasAgency	`P3933`	FINISHED
Object	South Dakota Department of Social Services The South Dakota Department of Social Services is the state agency responsible for administering public assistance, child and family services, and other social support programs for residents of South Dakota.	`E1238449`	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: South Dakota Department of Social Services | Statement: [Government of South Dakota, hasAgency, South Dakota Department of Social Services]

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

Target entity: South Dakota Department of Social Services
Context triple: [Government of South Dakota, hasAgency, South Dakota Department of Social Services]

A. Minnesota Department of Human Services
The Minnesota Department of Human Services is a state agency responsible for administering social services and public assistance programs that support the health and well-being of Minnesota residents.
B. South Dakota Department of Education
The South Dakota Department of Education is the state agency responsible for overseeing public education, setting academic standards, and administering educational policies and programs across South Dakota.
C. DHSS
DHSS was the commonly used abbreviation for the former UK government Department of Health and Social Security, responsible for national health and social welfare policy.
D. Missouri Department of Social Services
The Missouri Department of Social Services is the state agency responsible for administering public assistance, child welfare, and other social service programs to support low-income and vulnerable residents in Missouri.
E. South Dakota Department of Corrections
The South Dakota Department of Corrections is the state agency responsible for overseeing adult prisons, juvenile corrections, and related rehabilitation and reentry programs in South Dakota.
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: South Dakota Department of Social Services
Triple: [Government of South Dakota, hasAgency, South Dakota Department of Social Services]

Generated description

The South Dakota Department of Social Services is the state agency responsible for administering public assistance, child and family services, and other social support programs for residents of South Dakota.

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

Target entity: South Dakota Department of Social Services
Target entity description: The South Dakota Department of Social Services is the state agency responsible for administering public assistance, child and family services, and other social support programs for residents of South Dakota.

A. Minnesota Department of Human Services
The Minnesota Department of Human Services is a state agency responsible for administering social services and public assistance programs that support the health and well-being of Minnesota residents.
B. South Dakota Department of Education
The South Dakota Department of Education is the state agency responsible for overseeing public education, setting academic standards, and administering educational policies and programs across South Dakota.
C. DHSS
DHSS was the commonly used abbreviation for the former UK government Department of Health and Social Security, responsible for national health and social welfare policy.
D. Missouri Department of Social Services
The Missouri Department of Social Services is the state agency responsible for administering public assistance, child welfare, and other social service programs to support low-income and vulnerable residents in Missouri.
E. South Dakota Department of Corrections
The South Dakota Department of Corrections is the state agency responsible for overseeing adult prisons, juvenile corrections, and related rehabilitation and reentry programs in South Dakota.
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_69d889d470fc8190b4aec199636c0c56`	completed	April 10, 2026, 5:25 a.m.
NER	Named-entity recognition	`batch_69e3b7f1fe5881909b18438d771814e9`	completed	April 18, 2026, 4:57 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a00c2aeb9908190964a9403402186fb`	completed	May 10, 2026, 5:38 p.m.
NEDg	Description generation	`batch_6a00c3c25e9481908327bb6646212368`	completed	May 10, 2026, 5:43 p.m.
NED2	Entity disambiguation (via description)	`batch_6a00c44e37b48190a62b315ddbbd4ec4`	completed	May 10, 2026, 5:45 p.m.

Created at: April 10, 2026, 5:29 a.m.