Triple

T175742

Position	Surface form	Disambiguated ID	Type / Status
Subject	Bureau of Economic Analysis	`E3570`	entity
Predicate	partOf	`P40`	FINISHED
Object	U.S. Federal Statistical System The U.S. Federal Statistical System is the decentralized network of federal agencies responsible for collecting, analyzing, and disseminating official national statistics on the economy, population, health, and other key aspects of American life.	`E22070`	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: U.S. Federal Statistical System | Statement: [Bureau of Economic Analysis, partOf, U.S. Federal Statistical System]

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

Target entity: U.S. Federal Statistical System
Context triple: [Bureau of Economic Analysis, partOf, U.S. Federal Statistical System]

A. 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.
B. National Economic Accounts
The National Economic Accounts are a system of U.S. macroeconomic statistics that track aggregate measures like gross domestic product, income, and expenditure to assess overall economic performance.
C. 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.
D. Statistical Research Center
The Statistical Research Center is a unit of the American Institute of Physics that conducts and disseminates data-driven studies on education, employment, and demographics in the physical sciences community.
E. 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.
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: U.S. Federal Statistical System
Triple: [Bureau of Economic Analysis, partOf, U.S. Federal Statistical System]

Generated description

The U.S. Federal Statistical System is the decentralized network of federal agencies responsible for collecting, analyzing, and disseminating official national statistics on the economy, population, health, and other key aspects of American life.

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

Target entity: U.S. Federal Statistical System
Target entity description: The U.S. Federal Statistical System is the decentralized network of federal agencies responsible for collecting, analyzing, and disseminating official national statistics on the economy, population, health, and other key aspects of American life.

A. 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.
B. National Economic Accounts
The National Economic Accounts are a system of U.S. macroeconomic statistics that track aggregate measures like gross domestic product, income, and expenditure to assess overall economic performance.
C. 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.
D. Statistical Research Center
The Statistical Research Center is a unit of the American Institute of Physics that conducts and disseminates data-driven studies on education, employment, and demographics in the physical sciences community.
E. 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.
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_69a25374990081909766d30c79a18e0e`	completed	Feb. 28, 2026, 2:31 a.m.
NER	Named-entity recognition	`batch_69a258e497788190aeb61d981efb4d1d`	completed	Feb. 28, 2026, 2:54 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69a2eb7babec8190a1c1a6bcc94605ef`	completed	Feb. 28, 2026, 1:19 p.m.
NEDg	Description generation	`batch_69a2ec72092c8190bcc1efa7c0644560`	completed	Feb. 28, 2026, 1:24 p.m.
NED2	Entity disambiguation (via description)	`batch_69a2ecba99cc8190a85dd5e9c531a6e3`	completed	Feb. 28, 2026, 1:25 p.m.

Created at: Feb. 28, 2026, 2:39 a.m.