Triple

T12269775

Position	Surface form	Disambiguated ID	Type / Status
Subject	Bureau of Economics	`E292439`	entity
Predicate	collaboratesWith	`P37`	FINISHED
Object	Bureau of Consumer Protection The Bureau of Consumer Protection is a division of the U.S. Federal Trade Commission responsible for safeguarding consumers from unfair, deceptive, or fraudulent business practices through enforcement, education, and policy work.	`E975767`	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 Consumer Protection | Statement: [Bureau of Economics, collaboratesWith, Bureau of Consumer Protection]

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

Target entity: Bureau of Consumer Protection
Context triple: [Bureau of Economics, collaboratesWith, Bureau of Consumer Protection]

A. Division of Consumer Protection
The Division of Consumer Protection is a New York State government office that safeguards consumers by enforcing consumer protection laws, mediating complaints, and providing education and advocacy on marketplace issues.
B. Consumer Financial Protection Bureau
The Consumer Financial Protection Bureau is a U.S. federal agency responsible for regulating consumer financial products and services and enforcing laws that protect consumers in the financial marketplace.
C. department of consumer protection
The department of consumer protection is a government agency responsible for safeguarding consumers’ rights, ensuring fair trade practices, and enforcing laws against deceptive or unsafe goods and services.
D. Office of Consumer Counsel
The Office of Consumer Counsel is a Colorado state agency division that represents and advocates for the interests of utility consumers in regulatory proceedings and policy matters.
E. Division of Consumer Services
The Division of Consumer Services is a unit within Florida’s state government that assists and advocates for consumers in resolving issues related to financial and insurance products and services.
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 Consumer Protection
Triple: [Bureau of Economics, collaboratesWith, Bureau of Consumer Protection]

Generated description

The Bureau of Consumer Protection is a division of the U.S. Federal Trade Commission responsible for safeguarding consumers from unfair, deceptive, or fraudulent business practices through enforcement, education, and policy work.

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

Target entity: Bureau of Consumer Protection
Target entity description: The Bureau of Consumer Protection is a division of the U.S. Federal Trade Commission responsible for safeguarding consumers from unfair, deceptive, or fraudulent business practices through enforcement, education, and policy work.

A. Division of Consumer Protection
The Division of Consumer Protection is a New York State government office that safeguards consumers by enforcing consumer protection laws, mediating complaints, and providing education and advocacy on marketplace issues.
B. Consumer Financial Protection Bureau
The Consumer Financial Protection Bureau is a U.S. federal agency responsible for regulating consumer financial products and services and enforcing laws that protect consumers in the financial marketplace.
C. department of consumer protection
The department of consumer protection is a government agency responsible for safeguarding consumers’ rights, ensuring fair trade practices, and enforcing laws against deceptive or unsafe goods and services.
D. Office of Consumer Counsel
The Office of Consumer Counsel is a Colorado state agency division that represents and advocates for the interests of utility consumers in regulatory proceedings and policy matters.
E. Division of Consumer Services
The Division of Consumer Services is a unit within Florida’s state government that assists and advocates for consumers in resolving issues related to financial and insurance products and services.
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_69d6ab6856488190b5d31178d5015f8e`	completed	April 8, 2026, 7:24 p.m.
NER	Named-entity recognition	`batch_69d91cdea6e881908e13f8259bad6ddc`	completed	April 10, 2026, 3:53 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f61e6981b48190a0fc5a571c425be1`	completed	May 2, 2026, 3:55 p.m.
NEDg	Description generation	`batch_69f622de74f0819096c5f5bf6f938fe7`	completed	May 2, 2026, 4:14 p.m.
NED2	Entity disambiguation (via description)	`batch_69f62379746c8190bc9da48775b86dfa`	completed	May 2, 2026, 4:16 p.m.

Created at: April 8, 2026, 9:52 p.m.