Triple

T1412080

Position	Surface form	Disambiguated ID	Type / Status
Subject	Arab Maghreb Union	`E31826`	entity
Predicate	hasOrgan	`P35`	FINISHED
Object	Council of Heads of State The Council of Heads of State is the supreme decision-making body of the Arab Maghreb Union, bringing together the leaders of its member countries to set regional policies and directions.	`E162052`	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 Heads of State | Statement: [Arab Maghreb Union, hasOrgan, Council of Heads of State]

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

Target entity: Council of Heads of State
Context triple: [Arab Maghreb Union, hasOrgan, Council of Heads of State]

A. Council of Heads of State
The Council of Heads of State is the Shanghai Cooperation Organisation’s highest decision-making body, comprising the leaders of its member states who set the organization’s overall priorities and strategic direction.
B. Council of Heads of State and Government
The Council of Heads of State and Government is the highest decision-making body of the Union of South American Nations, bringing together the presidents and prime ministers of member countries to set its political direction and priorities.
C. Conference of Heads of State or Government
The Conference of Heads of State or Government is the summit-level gathering of national leaders that serves as the supreme decision-making forum of the Non-Aligned Movement.
D. Conference of Heads of Government
The Conference of Heads of Government is the supreme decision-making body of the Caribbean Community, bringing together the leaders of member states to set regional policy and direction.
E. Summit of Heads of State or Government
The Summit of Heads of State or Government is the supreme decision-making body of the Southern African Development Community, where national leaders set the region’s overall policy direction and priorities.
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 Heads of State
Triple: [Arab Maghreb Union, hasOrgan, Council of Heads of State]

Generated description

The Council of Heads of State is the supreme decision-making body of the Arab Maghreb Union, bringing together the leaders of its member countries to set regional policies and directions.

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

Target entity: Council of Heads of State
Target entity description: The Council of Heads of State is the supreme decision-making body of the Arab Maghreb Union, bringing together the leaders of its member countries to set regional policies and directions.

A. Council of Heads of State
The Council of Heads of State is the Shanghai Cooperation Organisation’s highest decision-making body, comprising the leaders of its member states who set the organization’s overall priorities and strategic direction.
B. Council of Heads of State and Government
The Council of Heads of State and Government is the highest decision-making body of the Union of South American Nations, bringing together the presidents and prime ministers of member countries to set its political direction and priorities.
C. Conference of Heads of State or Government
The Conference of Heads of State or Government is the summit-level gathering of national leaders that serves as the supreme decision-making forum of the Non-Aligned Movement.
D. Conference of Heads of Government
The Conference of Heads of Government is the supreme decision-making body of the Caribbean Community, bringing together the leaders of member states to set regional policy and direction.
E. Summit of Heads of State or Government
The Summit of Heads of State or Government is the supreme decision-making body of the Southern African Development Community, where national leaders set the region’s overall policy direction and priorities.
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_69a49919a994819086528951bc224775`	completed	March 1, 2026, 7:52 p.m.
NER	Named-entity recognition	`batch_69a4c3e3383c81909acb9c6c1c3b817a`	completed	March 1, 2026, 10:55 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69ace57ec2d88190b06d0f20e3b52462`	completed	March 8, 2026, 2:57 a.m.
NEDg	Description generation	`batch_69ace5fc91d081909b33009d06a38616`	completed	March 8, 2026, 2:59 a.m.
NED2	Entity disambiguation (via description)	`batch_69ace6c10f54819089a4afcf49ef894f`	completed	March 8, 2026, 3:02 a.m.

Created at: March 1, 2026, 7:59 p.m.