Triple

T6989669

Position	Surface form	Disambiguated ID	Type / Status
Subject	Treaty of Marrakech	`E162051`	entity
Predicate	establishedBody	`P7724`	FINISHED
Object	Council of Foreign Ministers of the Arab Maghreb Union The Council of Foreign Ministers of the Arab Maghreb Union is a regional decision-making body that brings together the foreign ministers of North African Maghreb states to coordinate and implement the Union’s policies and cooperation initiatives.	`E635108`	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: Council of Foreign Ministers of the Arab Maghreb Union | Statement: [Treaty of Marrakech, establishedBody, Council of Foreign Ministers of the Arab Maghreb Union]

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

Target entity: Council of Foreign Ministers of the Arab Maghreb Union
Context triple: [Treaty of Marrakech, establishedBody, Council of Foreign Ministers of the Arab Maghreb Union]

A. Council of Heads of State of the Arab Maghreb Union
The Council of Heads of State of the Arab Maghreb Union is the supreme decision-making body comprising the leaders of the Union’s member countries, responsible for setting its overall political direction and major policies.
B. Council of Arab Ministers
The Council of Arab Ministers is a regional intergovernmental body that brings together ministerial-level representatives from Arab states to coordinate and harmonize policies across shared areas of concern.
C. Arab Maghreb Union
The Arab Maghreb Union is a regional organization that seeks to promote economic and political cooperation among North African countries in the Maghreb region.
D. Arab League Council of Foreign Ministers
The Arab League Council of Foreign Ministers is the principal decision-making body of the Arab League composed of member states’ foreign ministers, responsible for coordinating joint diplomatic and political policies among Arab countries.
E. Community of Sahel-Saharan States
The Community of Sahel-Saharan States is a regional organization of African countries focused on promoting economic integration, political cooperation, and security across the Sahel and Sahara regions.
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: Council of Foreign Ministers of the Arab Maghreb Union
Triple: [Treaty of Marrakech, establishedBody, Council of Foreign Ministers of the Arab Maghreb Union]

Generated description

The Council of Foreign Ministers of the Arab Maghreb Union is a regional decision-making body that brings together the foreign ministers of North African Maghreb states to coordinate and implement the Union’s policies and cooperation initiatives.

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

Target entity: Council of Foreign Ministers of the Arab Maghreb Union
Target entity description: The Council of Foreign Ministers of the Arab Maghreb Union is a regional decision-making body that brings together the foreign ministers of North African Maghreb states to coordinate and implement the Union’s policies and cooperation initiatives.

A. Council of Heads of State of the Arab Maghreb Union
The Council of Heads of State of the Arab Maghreb Union is the supreme decision-making body comprising the leaders of the Union’s member countries, responsible for setting its overall political direction and major policies.
B. Council of Arab Ministers
The Council of Arab Ministers is a regional intergovernmental body that brings together ministerial-level representatives from Arab states to coordinate and harmonize policies across shared areas of concern.
C. Arab Maghreb Union
The Arab Maghreb Union is a regional organization that seeks to promote economic and political cooperation among North African countries in the Maghreb region.
D. Arab League Council of Foreign Ministers
The Arab League Council of Foreign Ministers is the principal decision-making body of the Arab League composed of member states’ foreign ministers, responsible for coordinating joint diplomatic and political policies among Arab countries.
E. Community of Sahel-Saharan States
The Community of Sahel-Saharan States is a regional organization of African countries focused on promoting economic integration, political cooperation, and security across the Sahel and Sahara regions.
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_69c68856d7808190ab33ee914640281b`	completed	March 27, 2026, 1:38 p.m.
NER	Named-entity recognition	`batch_69c6dbbee0e881909f78370856594cd6`	completed	March 27, 2026, 7:34 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c76a110ca08190be2aa78948379495`	completed	March 28, 2026, 5:41 a.m.
NEDg	Description generation	`batch_69c76ad455e08190b652f0b4d9ca7c62`	completed	March 28, 2026, 5:44 a.m.
NED2	Entity disambiguation (via description)	`batch_69c76b992414819094cad40df720e39a`	completed	March 28, 2026, 5:48 a.m.

Created at: March 27, 2026, 2:32 p.m.