Triple

T1223811

Position	Surface form	Disambiguated ID	Type / Status
Subject	Reserve Bank of Zimbabwe	`E26281`	entity
Predicate	memberOf	`P10`	FINISHED
Object	Association of African Central Banks The Association of African Central Banks is a continental organization that brings together the central banks of African countries to promote monetary cooperation, financial stability, and regional economic integration.	`E139311`	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: Association of African Central Banks | Statement: [Reserve Bank of Zimbabwe, memberOf, Association of African Central Banks]

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

Target entity: Association of African Central Banks
Context triple: [Reserve Bank of Zimbabwe, memberOf, Association of African Central Banks]

A. Financial Institutions of the African Union
The Financial Institutions of the African Union are a set of planned continental bodies, including an African Central Bank, Monetary Fund, and Investment Bank, intended to promote economic integration, financial stability, and development across African Union member states.
B. African Monetary Union
The African Monetary Union is a proposed initiative to create a single continental currency and unified monetary policy for member states of the African Union.
C. African Development Bank
The African Development Bank is a multilateral development finance institution that promotes economic growth and social progress across African countries through loans, grants, and policy support.
D. West African Development Bank
The West African Development Bank is a regional financial institution that funds development and economic integration projects among West African countries.
E. East African Monetary Union
The East African Monetary Union is a proposed initiative to create a single currency and unified monetary policy among member states of the East African Community.
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: Association of African Central Banks
Triple: [Reserve Bank of Zimbabwe, memberOf, Association of African Central Banks]

Generated description

The Association of African Central Banks is a continental organization that brings together the central banks of African countries to promote monetary cooperation, financial stability, and regional economic integration.

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

Target entity: Association of African Central Banks
Target entity description: The Association of African Central Banks is a continental organization that brings together the central banks of African countries to promote monetary cooperation, financial stability, and regional economic integration.

A. Financial Institutions of the African Union
The Financial Institutions of the African Union are a set of planned continental bodies, including an African Central Bank, Monetary Fund, and Investment Bank, intended to promote economic integration, financial stability, and development across African Union member states.
B. African Monetary Union
The African Monetary Union is a proposed initiative to create a single continental currency and unified monetary policy for member states of the African Union.
C. African Development Bank
The African Development Bank is a multilateral development finance institution that promotes economic growth and social progress across African countries through loans, grants, and policy support.
D. West African Development Bank
The West African Development Bank is a regional financial institution that funds development and economic integration projects among West African countries.
E. East African Monetary Union
The East African Monetary Union is a proposed initiative to create a single currency and unified monetary policy among member states of the East African Community.
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_69a49484688c8190a1bf285eb396a8b6`	completed	March 1, 2026, 7:33 p.m.
NER	Named-entity recognition	`batch_69a4be233fd88190996faf4105c0b8d7`	completed	March 1, 2026, 10:30 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69ac832704c08190a1a73ebd90fa91b8`	completed	March 7, 2026, 7:57 p.m.
NEDg	Description generation	`batch_69ac83add3608190be198ba153721d5c`	completed	March 7, 2026, 7:59 p.m.
NED2	Entity disambiguation (via description)	`batch_69ac846e724081909696c8c44f2f9500`	completed	March 7, 2026, 8:02 p.m.

Created at: March 1, 2026, 7:47 p.m.