Triple

T85437

Position	Surface form	Disambiguated ID	Type / Status
Subject	United States Department of Labor	`E1719`	entity
Predicate	hasDivision	`P35`	FINISHED
Object	Bureau of Labor Statistics The Bureau of Labor Statistics is the principal U.S. federal agency responsible for collecting, analyzing, and disseminating essential economic data on labor market activity, prices, and productivity.	`E8047`	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: Bureau of Labor Statistics | Statement: [United States Department of Labor, hasDivision, Bureau of Labor Statistics]

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

Target entity: Bureau of Labor Statistics
Context triple: [United States Department of Labor, hasDivision, Bureau of Labor Statistics]

A. 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.
B. Bureau of Economic Analysis
The Bureau of Economic Analysis is a U.S. government agency that produces key economic statistics, including national income and product accounts such as GDP, to inform public and private decision-making.
C. Bureau of the Census
The Bureau of the Census is the principal U.S. federal agency responsible for collecting, analyzing, and disseminating population and economic data, including conducting the decennial national census.
D. 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.
E. National Labor Relations Board
The National Labor Relations Board is an independent U.S. federal agency that oversees and enforces labor laws related to collective bargaining and unfair labor practices in the private sector.
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: Bureau of Labor Statistics
Triple: [United States Department of Labor, hasDivision, Bureau of Labor Statistics]

Generated description

The Bureau of Labor Statistics is the principal U.S. federal agency responsible for collecting, analyzing, and disseminating essential economic data on labor market activity, prices, and productivity.

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

Target entity: Bureau of Labor Statistics
Target entity description: The Bureau of Labor Statistics is the principal U.S. federal agency responsible for collecting, analyzing, and disseminating essential economic data on labor market activity, prices, and productivity.

A. 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.
B. Bureau of Economic Analysis
The Bureau of Economic Analysis is a U.S. government agency that produces key economic statistics, including national income and product accounts such as GDP, to inform public and private decision-making.
C. Bureau of the Census
The Bureau of the Census is the principal U.S. federal agency responsible for collecting, analyzing, and disseminating population and economic data, including conducting the decennial national census.
D. 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.
E. National Labor Relations Board
The National Labor Relations Board is an independent U.S. federal agency that oversees and enforces labor laws related to collective bargaining and unfair labor practices in the private sector.
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_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_69a26243abb881908e732c8f885cc694`	completed	Feb. 28, 2026, 3:34 a.m.
NEDg	Description generation	`batch_69a262b29fc88190a1562e4dbe10d438`	completed	Feb. 28, 2026, 3:36 a.m.
NED2	Entity disambiguation (via description)	`batch_69a2634c236c8190b4259962acf4b5f0`	completed	Feb. 28, 2026, 3:38 a.m.

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