Triple

T1039316

Position	Surface form	Disambiguated ID	Type / Status
Subject	Economic Research Service	`E22434`	entity
Predicate	hasPart	`P35`	FINISHED
Object	Food Economics Division The Food Economics Division is a research unit within the U.S. Department of Agriculture’s Economic Research Service that analyzes the economics of food production, consumption, prices, and related policy issues.	`E22434`	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: Food Economics Division | Statement: [Economic Research Service, hasPart, Food Economics Division]

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

Target entity: Food Economics Division
Context triple: [Economic Research Service, hasPart, Food Economics Division]

A. Economic Research Service
The Economic Research Service is a principal U.S. federal agency that provides economic analysis and research on agriculture, food, the environment, and rural development to inform public policy.
B. Office of Economic Research
The Office of Economic Research is a unit that conducts economic analysis and research to support the regulatory and policy work of the U.S. Securities and Exchange Commission.
C. Division of Economic and Risk Analysis
The Division of Economic and Risk Analysis is the U.S. Securities and Exchange Commission’s unit responsible for providing economic, financial, and risk-based analysis to inform securities regulation and policy decisions.
D. Office of the Chief Economist
The Office of the Chief Economist is a policy and analysis unit within the U.S. Department of Agriculture that provides economic advice, forecasts, and research to inform national agricultural and food policy decisions.
E. Department of Economics
The Department of Economics at Presidency College, Kolkata is an academic unit renowned for its rigorous economics education and research within one of India’s oldest and most prestigious institutions.
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: Food Economics Division
Triple: [Economic Research Service, hasPart, Food Economics Division]

Generated description

The Food Economics Division is a research unit within the U.S. Department of Agriculture’s Economic Research Service that analyzes the economics of food production, consumption, prices, and related policy issues.

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

Target entity: Food Economics Division
Target entity description: The Food Economics Division is a research unit within the U.S. Department of Agriculture’s Economic Research Service that analyzes the economics of food production, consumption, prices, and related policy issues.

A. Economic Research Service chosen
The Economic Research Service is a principal U.S. federal agency that provides economic analysis and research on agriculture, food, the environment, and rural development to inform public policy.
B. Office of Economic Research
The Office of Economic Research is a unit that conducts economic analysis and research to support the regulatory and policy work of the U.S. Securities and Exchange Commission.
C. Division of Economic and Risk Analysis
The Division of Economic and Risk Analysis is the U.S. Securities and Exchange Commission’s unit responsible for providing economic, financial, and risk-based analysis to inform securities regulation and policy decisions.
D. Office of the Chief Economist
The Office of the Chief Economist is a policy and analysis unit within the U.S. Department of Agriculture that provides economic advice, forecasts, and research to inform national agricultural and food policy decisions.
E. Department of Economics
The Department of Economics at Presidency College, Kolkata is an academic unit renowned for its rigorous economics education and research within one of India’s oldest and most prestigious institutions.
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_69a493d91478819094cc01fb65564bc1`	completed	March 1, 2026, 7:30 p.m.
NER	Named-entity recognition	`batch_69a4b82c69c8819082a71e810be34729`	completed	March 1, 2026, 10:05 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69ac3bc58d8c8190b9dc7a4bc986abcb`	completed	March 7, 2026, 2:52 p.m.
NEDg	Description generation	`batch_69ac3cf534008190a034d71c90f35efd`	completed	March 7, 2026, 2:57 p.m.
NED2	Entity disambiguation (via description)	`batch_69ac3d61a0c48190b619b3049df33512`	completed	March 7, 2026, 2:59 p.m.

Created at: March 1, 2026, 7:41 p.m.