Triple

T6989671
Position Surface form Disambiguated ID Type / Status
Subject Treaty of Marrakech E162051 entity
Predicate establishedBody P7724 FINISHED
Object Administrative Secretariat of the Arab Maghreb Union
The Administrative Secretariat of the Arab Maghreb Union is the central executive and coordination body responsible for implementing decisions and facilitating cooperation among the Union’s North African member states.
E639019 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: Administrative Secretariat of the Arab Maghreb Union | Statement: [Treaty of Marrakech, establishedBody, Administrative Secretariat of the Arab Maghreb Union]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Administrative Secretariat of the Arab Maghreb Union
Context triple: [Treaty of Marrakech, establishedBody, Administrative Secretariat of the Arab Maghreb Union]
  • A. Consultative Council of the Arab Maghreb Union
    The Consultative Council of the Arab Maghreb Union is a representative advisory body that brings together delegates from member states of the Arab Maghreb Union to provide political and legislative consultation on regional integration issues.
  • B. 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.
  • C. 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.
  • D. General Secretariat of the Arab League
    The General Secretariat of the Arab League is the central administrative and executive body responsible for coordinating and implementing the decisions and policies of the League of Arab States.
  • E. Office of Maghreb Affairs
    The Office of Maghreb Affairs is a U.S. State Department bureau responsible for managing diplomatic relations and policy initiatives involving the countries of the Maghreb region in North Africa.
  • 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: Administrative Secretariat of the Arab Maghreb Union
Triple: [Treaty of Marrakech, establishedBody, Administrative Secretariat of the Arab Maghreb Union]
Generated description
The Administrative Secretariat of the Arab Maghreb Union is the central executive and coordination body responsible for implementing decisions and facilitating cooperation among the Union’s North African member states.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Administrative Secretariat of the Arab Maghreb Union
Target entity description: The Administrative Secretariat of the Arab Maghreb Union is the central executive and coordination body responsible for implementing decisions and facilitating cooperation among the Union’s North African member states.
  • A. Consultative Council of the Arab Maghreb Union
    The Consultative Council of the Arab Maghreb Union is a representative advisory body that brings together delegates from member states of the Arab Maghreb Union to provide political and legislative consultation on regional integration issues.
  • B. 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.
  • C. 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.
  • D. General Secretariat of the Arab League
    The General Secretariat of the Arab League is the central administrative and executive body responsible for coordinating and implementing the decisions and policies of the League of Arab States.
  • E. Office of Maghreb Affairs
    The Office of Maghreb Affairs is a U.S. State Department bureau responsible for managing diplomatic relations and policy initiatives involving the countries of the Maghreb region in North Africa.
  • 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_69c7883f0d988190b170901aea57d360 completed March 28, 2026, 7:50 a.m.
NEDg Description generation batch_69c78a822ab0819097e2b40d4b9e044f completed March 28, 2026, 8 a.m.
NED2 Entity disambiguation (via description) batch_69c78b33f5308190a3f234a2c0bd8b9c completed March 28, 2026, 8:03 a.m.
Created at: March 27, 2026, 2:32 p.m.