Triple

T6989746
Position Surface form Disambiguated ID Type / Status
Subject General Secretariat of the Arab Maghreb Union E162054 entity
Predicate headOfGovernment P307 FINISHED
Object Secretary-General of the Arab Maghreb Union
The Secretary-General of the Arab Maghreb Union is the chief executive official responsible for leading and coordinating the regional organization’s policies and activities among its North African member states.
E633098 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: Secretary-General of the Arab Maghreb Union | Statement: [General Secretariat of the Arab Maghreb Union, headOfGovernment, Secretary-General of the Arab Maghreb Union]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Secretary-General of the Arab Maghreb Union
Context triple: [General Secretariat of the Arab Maghreb Union, headOfGovernment, Secretary-General of the Arab Maghreb Union]
  • A. Secretary-General of the Arab League
    The Secretary-General of the Arab League is the chief administrative officer and top diplomatic representative of the regional organization of Arab states, responsible for coordinating its policies, initiatives, and collective positions.
  • B. Secretary General of the Union for the Mediterranean
    The Secretary General of the Union for the Mediterranean is the chief executive official responsible for leading and coordinating the organization’s regional cooperation initiatives among Euro-Mediterranean countries.
  • C. Head of Government of Morocco
    The Head of Government of Morocco is the country’s prime minister–level leader who oversees the executive branch and coordinates national policy under the authority of the Moroccan monarch.
  • D. Secretary-General of the General People's Congress of Libya
    The Secretary-General of the General People's Congress of Libya was the formal head of state under Muammar Gaddafi’s Jamahiriya system, presiding over the country’s top legislative body in name while real power remained with Gaddafi.
  • E. Secretary-General of La Francophonie
    The Secretary-General of La Francophonie is the chief executive of the International Organisation of La Francophonie, responsible for promoting French language and cultural, political, and economic cooperation among its 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: Secretary-General of the Arab Maghreb Union
Triple: [General Secretariat of the Arab Maghreb Union, headOfGovernment, Secretary-General of the Arab Maghreb Union]
Generated description
The Secretary-General of the Arab Maghreb Union is the chief executive official responsible for leading and coordinating the regional organization’s policies and activities among its North African member states.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Secretary-General of the Arab Maghreb Union
Target entity description: The Secretary-General of the Arab Maghreb Union is the chief executive official responsible for leading and coordinating the regional organization’s policies and activities among its North African member states.
  • A. Secretary-General of the Arab League
    The Secretary-General of the Arab League is the chief administrative officer and top diplomatic representative of the regional organization of Arab states, responsible for coordinating its policies, initiatives, and collective positions.
  • B. Secretary General of the Union for the Mediterranean
    The Secretary General of the Union for the Mediterranean is the chief executive official responsible for leading and coordinating the organization’s regional cooperation initiatives among Euro-Mediterranean countries.
  • C. Head of Government of Morocco
    The Head of Government of Morocco is the country’s prime minister–level leader who oversees the executive branch and coordinates national policy under the authority of the Moroccan monarch.
  • D. Secretary-General of the General People's Congress of Libya
    The Secretary-General of the General People's Congress of Libya was the formal head of state under Muammar Gaddafi’s Jamahiriya system, presiding over the country’s top legislative body in name while real power remained with Gaddafi.
  • E. Secretary-General of La Francophonie
    The Secretary-General of La Francophonie is the chief executive of the International Organisation of La Francophonie, responsible for promoting French language and cultural, political, and economic cooperation among its 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_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_69c761d3f07081908892cdcac8e0917c completed March 28, 2026, 5:06 a.m.
NEDg Description generation batch_69c7637e42e4819082c8a01c359e11ce completed March 28, 2026, 5:13 a.m.
NED2 Entity disambiguation (via description) batch_69c76412b3248190b7515cc7dcee1e8a completed March 28, 2026, 5:16 a.m.
Created at: March 27, 2026, 2:32 p.m.