Triple

T85443

Position	Surface form	Disambiguated ID	Type / Status
Subject	United States Department of Labor	`E1719`	entity
Predicate	hasDivision	`P35`	FINISHED
Object	Veterans’ Employment and Training Service The Veterans’ Employment and Training Service is a U.S. government agency that helps military veterans and transitioning service members prepare for, find, and retain civilian employment through training, support, and advocacy programs.	`E1719`	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: Veterans’ Employment and Training Service | Statement: [United States Department of Labor, hasDivision, Veterans’ Employment and Training Service]

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

Target entity: Veterans’ Employment and Training Service
Context triple: [United States Department of Labor, hasDivision, Veterans’ Employment and Training Service]

A. United States Department of Veterans Affairs
The United States Department of Veterans Affairs is a federal executive department responsible for providing healthcare, benefits, and other essential services to U.S. military veterans and their families.
B. United States Department of Labor
The United States Department of Labor is a federal executive department responsible for promoting the welfare of wage earners, improving working conditions, and overseeing labor-related laws and programs in the United States.
C. va.gov
va.gov is the official U.S. Department of Veterans Affairs website that provides information, benefits, and services to military veterans and their families.
D. Corporation for National and Community Service
The Corporation for National and Community Service is a U.S. federal agency that administers national service programs like AmeriCorps and Senior Corps to support volunteering and community development.
E. Social Security Board
The Social Security Board was the federal agency originally established to administer and oversee the United States' Social Security program, including the registration of workers and the distribution of benefits.
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: Veterans’ Employment and Training Service
Triple: [United States Department of Labor, hasDivision, Veterans’ Employment and Training Service]

Generated description

The Veterans’ Employment and Training Service is a U.S. government agency that helps military veterans and transitioning service members prepare for, find, and retain civilian employment through training, support, and advocacy programs.

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

Target entity: Veterans’ Employment and Training Service
Target entity description: The Veterans’ Employment and Training Service is a U.S. government agency that helps military veterans and transitioning service members prepare for, find, and retain civilian employment through training, support, and advocacy programs.

A. United States Department of Veterans Affairs
The United States Department of Veterans Affairs is a federal executive department responsible for providing healthcare, benefits, and other essential services to U.S. military veterans and their families.
B. United States Department of Labor chosen
The United States Department of Labor is a federal executive department responsible for promoting the welfare of wage earners, improving working conditions, and overseeing labor-related laws and programs in the United States.
C. va.gov
va.gov is the official U.S. Department of Veterans Affairs website that provides information, benefits, and services to military veterans and their families.
D. Corporation for National and Community Service
The Corporation for National and Community Service is a U.S. federal agency that administers national service programs like AmeriCorps and Senior Corps to support volunteering and community development.
E. Social Security Board
The Social Security Board was the federal agency originally established to administer and oversee the United States' Social Security program, including the registration of workers and the distribution of benefits.
F. None of above.

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_69a24c8150408190910a693eb51c1f71`	completed	Feb. 28, 2026, 2:01 a.m.
NER	Named-entity recognition	`batch_69a24f4fa22c819096152bb577e11fa6`	completed	Feb. 28, 2026, 2:13 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69a27c0147d481909c62cd45c8079519`	completed	Feb. 28, 2026, 5:24 a.m.
NEDg	Description generation	`batch_69a27c81e0d481909029bbe7b9c04ab0`	completed	Feb. 28, 2026, 5:26 a.m.
NED2	Entity disambiguation (via description)	`batch_69a27cf9cc6c8190b8e666ea21c331f2`	completed	Feb. 28, 2026, 5:28 a.m.

Created at: Feb. 28, 2026, 2:06 a.m.