Triple

T1598951

Position	Surface form	Disambiguated ID	Type / Status
Subject	Office of the Attorney General for the District of Columbia	`E34346`	entity
Predicate	hasDivision	`P35`	FINISHED
Object	Family Services Division The Family Services Division is a unit within the Office of the Attorney General for the District of Columbia that handles legal matters involving child welfare, protection, and family-related issues.	`E180615`	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: Family Services Division | Statement: [Office of the Attorney General for the District of Columbia, hasDivision, Family Services Division]

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

Target entity: Family Services Division
Context triple: [Office of the Attorney General for the District of Columbia, hasDivision, Family Services Division]

A. Youth and Family Services Division
The Youth and Family Services Division is a specialized unit of Washington, D.C.’s Metropolitan Police Department focused on protecting and supporting children, youth, and families through investigations, outreach, and related services.
B. Child Protection Division
The Child Protection Division is a specialized unit of the Circuit Court of Cook County that handles cases involving child abuse, neglect, and the welfare of minors.
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. Child Welfare Services
Child Welfare Services is a U.S. government program that protects vulnerable children by investigating abuse and neglect, supporting families, and providing foster care and adoption services.
E. Administration on Children, Youth and Families
The Administration on Children, Youth and Families is a U.S. federal agency division that oversees programs and policies aimed at promoting the safety, well-being, and healthy development of children, youth, and families.
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: Family Services Division
Triple: [Office of the Attorney General for the District of Columbia, hasDivision, Family Services Division]

Generated description

The Family Services Division is a unit within the Office of the Attorney General for the District of Columbia that handles legal matters involving child welfare, protection, and family-related issues.

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

Target entity: Family Services Division
Target entity description: The Family Services Division is a unit within the Office of the Attorney General for the District of Columbia that handles legal matters involving child welfare, protection, and family-related issues.

A. Youth and Family Services Division
The Youth and Family Services Division is a specialized unit of Washington, D.C.’s Metropolitan Police Department focused on protecting and supporting children, youth, and families through investigations, outreach, and related services.
B. Child Protection Division
The Child Protection Division is a specialized unit of the Circuit Court of Cook County that handles cases involving child abuse, neglect, and the welfare of minors.
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. Child Welfare Services
Child Welfare Services is a U.S. government program that protects vulnerable children by investigating abuse and neglect, supporting families, and providing foster care and adoption services.
E. Administration on Children, Youth and Families
The Administration on Children, Youth and Families is a U.S. federal agency division that oversees programs and policies aimed at promoting the safety, well-being, and healthy development of children, youth, and families.
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_69a885fdcb9c819081ce6f0b8cd477dd`	completed	March 4, 2026, 7:20 p.m.
NER	Named-entity recognition	`batch_69a90948ddb08190a6fc0597198a7946`	completed	March 5, 2026, 4:40 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ad46aafce08190855f8e0b760ab5ac`	completed	March 8, 2026, 9:51 a.m.
NEDg	Description generation	`batch_69ad47c7108081908e78a24983353212`	completed	March 8, 2026, 9:56 a.m.
NED2	Entity disambiguation (via description)	`batch_69ad481e2c788190af51003898fcbe33`	completed	March 8, 2026, 9:57 a.m.

Created at: March 4, 2026, 7:27 p.m.