Triple

T7431207

Position	Surface form	Disambiguated ID	Type / Status
Subject	Grace Abbott	`E171491`	entity
Predicate	employer	`P7`	FINISHED
Object	United States Children’s Bureau The United States Children’s Bureau is a federal agency established in 1912 dedicated to improving the welfare, protection, and rights of children and families across the United States.	`E664245`	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: United States Children’s Bureau | Statement: [Grace Abbott, employer, United States Children’s Bureau]

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

Target entity: United States Children’s Bureau
Context triple: [Grace Abbott, employer, United States Children’s Bureau]

A. National Child Labor Committee
The National Child Labor Committee was a prominent early 20th-century American reform organization dedicated to ending child labor and promoting children’s welfare through advocacy, research, and legislation.
B. Women’s Bureau
The Women’s Bureau is a U.S. federal agency that advocates for and researches issues affecting women in the workforce, including pay equity, working conditions, and employment opportunities.
C. Heckscher Foundation for Children
The Heckscher Foundation for Children is a philanthropic organization that funds programs and initiatives to improve the education, welfare, and opportunities of underserved children and youth.
D. Maternal and Child Health Bureau
The Maternal and Child Health Bureau is a U.S. federal agency division that oversees programs and initiatives to improve the health and well-being of mothers, infants, children, and adolescents, including those with special health care needs.
E. Hull House
Hull House was a pioneering settlement house in Chicago that became a major center for social reform, education, and community services for immigrants and the urban poor in the late 19th and early 20th centuries.
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: United States Children’s Bureau
Triple: [Grace Abbott, employer, United States Children’s Bureau]

Generated description

The United States Children’s Bureau is a federal agency established in 1912 dedicated to improving the welfare, protection, and rights of children and families across the United States.

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

Target entity: United States Children’s Bureau
Target entity description: The United States Children’s Bureau is a federal agency established in 1912 dedicated to improving the welfare, protection, and rights of children and families across the United States.

A. National Child Labor Committee
The National Child Labor Committee was a prominent early 20th-century American reform organization dedicated to ending child labor and promoting children’s welfare through advocacy, research, and legislation.
B. Women’s Bureau
The Women’s Bureau is a U.S. federal agency that advocates for and researches issues affecting women in the workforce, including pay equity, working conditions, and employment opportunities.
C. Heckscher Foundation for Children
The Heckscher Foundation for Children is a philanthropic organization that funds programs and initiatives to improve the education, welfare, and opportunities of underserved children and youth.
D. Maternal and Child Health Bureau
The Maternal and Child Health Bureau is a U.S. federal agency division that oversees programs and initiatives to improve the health and well-being of mothers, infants, children, and adolescents, including those with special health care needs.
E. Hull House
Hull House was a pioneering settlement house in Chicago that became a major center for social reform, education, and community services for immigrants and the urban poor in the late 19th and early 20th centuries.
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_69c68a63491881909281f73d4d5643bf`	completed	March 27, 2026, 1:47 p.m.
NER	Named-entity recognition	`batch_69c6f324afac8190b34fcac95fd57410`	completed	March 27, 2026, 9:14 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c81f187f5081909d171835278c035c`	completed	March 28, 2026, 6:34 p.m.
NEDg	Description generation	`batch_69c8230a58008190ad10d012f4070435`	completed	March 28, 2026, 6:50 p.m.
NED2	Entity disambiguation (via description)	`batch_69c823ec05288190aa3c0b812ce1662f`	completed	March 28, 2026, 6:54 p.m.

Created at: March 27, 2026, 3:12 p.m.