Triple

T2127537

Position	Surface form	Disambiguated ID	Type / Status
Subject	Yemeni American	`E46459`	entity
Predicate	associatedWith	`P37`	FINISHED
Object	Yemeni American Merchants Association The Yemeni American Merchants Association is an advocacy and support organization representing Yemeni American small business owners and merchants, particularly in sectors like convenience and grocery stores across the United States.	`E237492`	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: Yemeni American Merchants Association | Statement: [Yemeni American, associatedWith, Yemeni American Merchants Association]

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

Target entity: Yemeni American Merchants Association
Context triple: [Yemeni American, associatedWith, Yemeni American Merchants Association]

A. Islamic Chamber of Commerce, Industry and Agriculture
The Islamic Chamber of Commerce, Industry and Agriculture is a specialized institution that promotes trade, investment, and economic cooperation among member countries of the Organisation of Islamic Cooperation.
B. Noor Al Hussein Foundation
The Noor Al Hussein Foundation is a Jordanian non-profit organization dedicated to sustainable development, community empowerment, and improving the quality of life for disadvantaged populations in Jordan.
C. Lebanese business council
The Lebanese business council is an organization that connects and supports Lebanese Canadian entrepreneurs and professionals, promoting trade, investment, and community networking.
D. Yemeni American
Yemeni American refers to Americans of Yemeni descent, a distinct Arab and Muslim immigrant community in the United States with notable concentrations in states like Michigan and New York.
E. Arab Labor Organization
The Arab Labor Organization is a specialized Arab League body that promotes labor standards, employment policies, and social protection across Arab member states.
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: Yemeni American Merchants Association
Triple: [Yemeni American, associatedWith, Yemeni American Merchants Association]

Generated description

The Yemeni American Merchants Association is an advocacy and support organization representing Yemeni American small business owners and merchants, particularly in sectors like convenience and grocery stores across the United States.

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

Target entity: Yemeni American Merchants Association
Target entity description: The Yemeni American Merchants Association is an advocacy and support organization representing Yemeni American small business owners and merchants, particularly in sectors like convenience and grocery stores across the United States.

A. Islamic Chamber of Commerce, Industry and Agriculture
The Islamic Chamber of Commerce, Industry and Agriculture is a specialized institution that promotes trade, investment, and economic cooperation among member countries of the Organisation of Islamic Cooperation.
B. Noor Al Hussein Foundation
The Noor Al Hussein Foundation is a Jordanian non-profit organization dedicated to sustainable development, community empowerment, and improving the quality of life for disadvantaged populations in Jordan.
C. Lebanese business council
The Lebanese business council is an organization that connects and supports Lebanese Canadian entrepreneurs and professionals, promoting trade, investment, and community networking.
D. Yemeni American
Yemeni American refers to Americans of Yemeni descent, a distinct Arab and Muslim immigrant community in the United States with notable concentrations in states like Michigan and New York.
E. Arab Labor Organization
The Arab Labor Organization is a specialized Arab League body that promotes labor standards, employment policies, and social protection across Arab member states.
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_69a88a1626548190ae59a5028c3baa8e`	completed	March 4, 2026, 7:37 p.m.
NER	Named-entity recognition	`batch_69abbb75033881909b16659fc73945ef`	completed	March 7, 2026, 5:45 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ae51a0e8ac8190992588bf2bf496ab`	completed	March 9, 2026, 4:50 a.m.
NEDg	Description generation	`batch_69ae521da5dc8190aa5851296c509228`	completed	March 9, 2026, 4:52 a.m.
NED2	Entity disambiguation (via description)	`batch_69ae5357e1088190bcffccb37030f3fc`	completed	March 9, 2026, 4:58 a.m.

Created at: March 4, 2026, 7:44 p.m.