Triple

T11515552

Position	Surface form	Disambiguated ID	Type / Status
Subject	Christina Romer	`E273020`	entity
Predicate	areaOfInfluence	`P9`	FINISHED
Object	United States economic policy United States economic policy encompasses the federal government’s strategies and actions on taxation, spending, monetary regulation, trade, and financial oversight aimed at managing economic growth, stability, and employment.	`E930671`	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 economic policy | Statement: [Christina Romer, areaOfInfluence, United States economic policy]

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

Target entity: United States economic policy
Context triple: [Christina Romer, areaOfInfluence, United States economic policy]

A. United States economy
The United States economy is a highly developed, mixed-market system that is the world’s largest by nominal GDP and a central driver of global trade, finance, and innovation.
B. United States foreign policy
United States foreign policy is the overarching strategy and set of principles guiding how the U.S. government engages with other nations and international organizations to protect its interests and promote its values abroad.
C. United States financial system
The United States financial system is the complex network of institutions, markets, regulations, and instruments that facilitate the flow of capital, credit, and financial services across the U.S. economy.
D. United States federal budget
The United States federal budget is the annual financial plan of the U.S. government that outlines projected revenues and authorized spending across federal agencies and programs.
E. United States housing policy
United States housing policy encompasses the federal, state, and local laws, programs, and regulations that shape housing availability, affordability, quality, and urban development across the country.
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 economic policy
Triple: [Christina Romer, areaOfInfluence, United States economic policy]

Generated description

United States economic policy encompasses the federal government’s strategies and actions on taxation, spending, monetary regulation, trade, and financial oversight aimed at managing economic growth, stability, and employment.

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

Target entity: United States economic policy
Target entity description: United States economic policy encompasses the federal government’s strategies and actions on taxation, spending, monetary regulation, trade, and financial oversight aimed at managing economic growth, stability, and employment.

A. United States economy
The United States economy is a highly developed, mixed-market system that is the world’s largest by nominal GDP and a central driver of global trade, finance, and innovation.
B. United States foreign policy
United States foreign policy is the overarching strategy and set of principles guiding how the U.S. government engages with other nations and international organizations to protect its interests and promote its values abroad.
C. United States financial system
The United States financial system is the complex network of institutions, markets, regulations, and instruments that facilitate the flow of capital, credit, and financial services across the U.S. economy.
D. United States federal budget
The United States federal budget is the annual financial plan of the U.S. government that outlines projected revenues and authorized spending across federal agencies and programs.
E. United States housing policy
United States housing policy encompasses the federal, state, and local laws, programs, and regulations that shape housing availability, affordability, quality, and urban development across the country.
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_69d6aae2c3748190bed2ea50dfb160dc`	completed	April 8, 2026, 7:22 p.m.
NER	Named-entity recognition	`batch_69d87fcc72a48190b81acedfcc8685d3`	completed	April 10, 2026, 4:42 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69e625143a608190a1119b30c08df0fd`	completed	April 20, 2026, 1:07 p.m.
NEDg	Description generation	`batch_69e62cf44018819094818f11ac653763`	completed	April 20, 2026, 1:41 p.m.
NED2	Entity disambiguation (via description)	`batch_69e674c3a98c8190b32dc6879cb3a5f9`	completed	April 20, 2026, 6:47 p.m.

Created at: April 8, 2026, 9:36 p.m.