Triple

T1316724

Position	Surface form	Disambiguated ID	Type / Status
Subject	United States diaspora	`E28119`	entity
Predicate	hasOrganizationType	`P3580`	FINISHED
Object	U.S. chambers of commerce abroad U.S. chambers of commerce abroad are American-affiliated business associations that support U.S. companies and professionals overseas by promoting trade, investment, and networking with local markets.	`E150324`	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. chambers of commerce abroad | Statement: [United States diaspora, hasOrganizationType, U.S. chambers of commerce abroad]

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

Target entity: U.S. chambers of commerce abroad
Context triple: [United States diaspora, hasOrganizationType, U.S. chambers of commerce abroad]

A. U.S. State Department economic bureaus
U.S. State Department economic bureaus are specialized offices that shape and coordinate U.S. international economic, trade, and finance policy within the State Department and across global forums.
B. International Trade Administration
The International Trade Administration is a U.S. government agency that promotes American exports, ensures fair trade by enforcing trade laws and agreements, and supports U.S. businesses in international markets.
C. National Foreign Trade Council
The National Foreign Trade Council is a U.S.-based business association that advocates for open international trade and investment policies on behalf of multinational companies.
D. Belgian chambers of commerce abroad
Belgian chambers of commerce abroad are organizations that support Belgian businesses and professionals internationally by promoting trade, investment, and economic ties between Belgium and host countries.
E. International Chamber of Commerce
The International Chamber of Commerce is a global business organization that represents companies worldwide and sets widely used rules and standards to facilitate international trade and investment.
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. chambers of commerce abroad
Triple: [United States diaspora, hasOrganizationType, U.S. chambers of commerce abroad]

Generated description

U.S. chambers of commerce abroad are American-affiliated business associations that support U.S. companies and professionals overseas by promoting trade, investment, and networking with local markets.

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

Target entity: U.S. chambers of commerce abroad
Target entity description: U.S. chambers of commerce abroad are American-affiliated business associations that support U.S. companies and professionals overseas by promoting trade, investment, and networking with local markets.

A. U.S. State Department economic bureaus
U.S. State Department economic bureaus are specialized offices that shape and coordinate U.S. international economic, trade, and finance policy within the State Department and across global forums.
B. International Trade Administration
The International Trade Administration is a U.S. government agency that promotes American exports, ensures fair trade by enforcing trade laws and agreements, and supports U.S. businesses in international markets.
C. National Foreign Trade Council
The National Foreign Trade Council is a U.S.-based business association that advocates for open international trade and investment policies on behalf of multinational companies.
D. Belgian chambers of commerce abroad
Belgian chambers of commerce abroad are organizations that support Belgian businesses and professionals internationally by promoting trade, investment, and economic ties between Belgium and host countries.
E. International Chamber of Commerce
The International Chamber of Commerce is a global business organization that represents companies worldwide and sets widely used rules and standards to facilitate international trade and investment.
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_69a498532c3481909223b74af2e578df`	completed	March 1, 2026, 7:49 p.m.
NER	Named-entity recognition	`batch_69a4c175079481909077cf11ed72d6fa`	completed	March 1, 2026, 10:45 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69acbaf16a84819089c3473113ae70f9`	completed	March 7, 2026, 11:55 p.m.
NEDg	Description generation	`batch_69acbb89269081909f00aee480c94e9f`	completed	March 7, 2026, 11:58 p.m.
NED2	Entity disambiguation (via description)	`batch_69acbc010cd0819080b1f8695dc0990b`	completed	March 8, 2026, midnight

Created at: March 1, 2026, 7:55 p.m.