Triple

T15835429

Position	Surface form	Disambiguated ID	Type / Status
Subject	Jared Bernstein	`E383971`	entity
Predicate	employer	`P7`	FINISHED
Object	Economic Policy Institute The Economic Policy Institute is a progressive, Washington, D.C.–based think tank that conducts research and advocacy on economic policy issues affecting low- and middle-income workers in the United States.	`E1180464`	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: Economic Policy Institute | Statement: [Jared Bernstein, employer, Economic Policy Institute]

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

Target entity: Economic Policy Institute
Context triple: [Jared Bernstein, employer, Economic Policy Institute]

A. Center for American Progress
The Center for American Progress is a prominent progressive public policy research and advocacy organization based in Washington, D.C., influential in shaping Democratic and liberal policy agendas in the United States.
B. Brookings Institution
The Brookings Institution is a prominent nonpartisan think tank based in Washington, D.C., known for its influential research and policy analysis on economics, governance, and international affairs.
C. National Bureau of Economic Research
The National Bureau of Economic Research is a leading American nonprofit research organization best known for its influential economic studies and for officially determining U.S. business cycle dates.
D. Center for Policy Research
The Center for Policy Research is a research institute at Syracuse University’s Maxwell School that conducts interdisciplinary analysis on public policy, social issues, and governance.
E. Peterson Institute for International Economics
The Peterson Institute for International Economics is a leading nonpartisan think tank based in Washington, D.C., specializing in research and analysis on global economic policy and international trade.
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: Economic Policy Institute
Triple: [Jared Bernstein, employer, Economic Policy Institute]

Generated description

The Economic Policy Institute is a progressive, Washington, D.C.–based think tank that conducts research and advocacy on economic policy issues affecting low- and middle-income workers in the United States.

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

Target entity: Economic Policy Institute
Target entity description: The Economic Policy Institute is a progressive, Washington, D.C.–based think tank that conducts research and advocacy on economic policy issues affecting low- and middle-income workers in the United States.

A. Center for American Progress
The Center for American Progress is a prominent progressive public policy research and advocacy organization based in Washington, D.C., influential in shaping Democratic and liberal policy agendas in the United States.
B. Brookings Institution
The Brookings Institution is a prominent nonpartisan think tank based in Washington, D.C., known for its influential research and policy analysis on economics, governance, and international affairs.
C. National Bureau of Economic Research
The National Bureau of Economic Research is a leading American nonprofit research organization best known for its influential economic studies and for officially determining U.S. business cycle dates.
D. Center for Policy Research
The Center for Policy Research is a research institute at Syracuse University’s Maxwell School that conducts interdisciplinary analysis on public policy, social issues, and governance.
E. Peterson Institute for International Economics
The Peterson Institute for International Economics is a leading nonpartisan think tank based in Washington, D.C., specializing in research and analysis on global economic policy and international trade.
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_69d86da34c888190976e06c4019d415a`	completed	April 10, 2026, 3:25 a.m.
NER	Named-entity recognition	`batch_69e11e673e08819080c3f55a225607c7`	completed	April 16, 2026, 5:37 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69ffa137be2c81909c8f04b5cc1a5b21`	completed	May 9, 2026, 9:03 p.m.
NEDg	Description generation	`batch_69ffa527af048190b1f87d85e50bf254`	completed	May 9, 2026, 9:20 p.m.
NED2	Entity disambiguation (via description)	`batch_69ffa5df00e481909e203e78940395ed`	completed	May 9, 2026, 9:23 p.m.

Created at: April 10, 2026, 4:49 a.m.