Triple

T199414
Position Surface form Disambiguated ID Type / Status
Subject Arab League E4067 entity
Predicate hasSpecializedAgency P1055 FINISHED
Object Council of Arab Ministers of Social Affairs
The Council of Arab Ministers of Social Affairs is a specialized Arab League body that coordinates and develops joint social policies and welfare initiatives among member states.
 E27926 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 Arab Ministers of Social Affairs | Statement: [Arab League, hasSpecializedAgency, Council of Arab Ministers of Social Affairs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Council of Arab Ministers of Social Affairs
Context triple: [Arab League, hasSpecializedAgency, Council of Arab Ministers of Social Affairs]
  • A. Council of Arab Ministers of Justice
    The Council of Arab Ministers of Justice is a specialized Arab League body that coordinates and harmonizes legal and judicial cooperation among member states.
  • B. Council of Arab Ministers of Information
    The Council of Arab Ministers of Information is a specialized Arab League body that coordinates media and information policies among member states across the Arab world.
  • C. Economic and Social Council of the Arab League
    The Economic and Social Council of the Arab League is a principal body responsible for coordinating economic integration, development policies, and social cooperation among member states of the Arab League.
  • D. Council of Arab Ministers of Interior
    The Council of Arab Ministers of Interior is a specialized Arab League body that coordinates regional cooperation on internal security, law enforcement, and public safety among member states.
  • E. Arab Fund for Economic and Social Development
    The Arab Fund for Economic and Social Development is a regional financial institution that provides development financing and support to promote economic and social progress in Arab countries.
  • 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 Arab Ministers of Social Affairs
Triple: [Arab League, hasSpecializedAgency, Council of Arab Ministers of Social Affairs]
Generated description
The Council of Arab Ministers of Social Affairs is a specialized Arab League body that coordinates and develops joint social policies and welfare initiatives among member states.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Council of Arab Ministers of Social Affairs
Target entity description: The Council of Arab Ministers of Social Affairs is a specialized Arab League body that coordinates and develops joint social policies and welfare initiatives among member states.
  • A. Council of Arab Ministers of Justice
    The Council of Arab Ministers of Justice is a specialized Arab League body that coordinates and harmonizes legal and judicial cooperation among member states.
  • B. Council of Arab Ministers of Information
    The Council of Arab Ministers of Information is a specialized Arab League body that coordinates media and information policies among member states across the Arab world.
  • C. Economic and Social Council of the Arab League
    The Economic and Social Council of the Arab League is a principal body responsible for coordinating economic integration, development policies, and social cooperation among member states of the Arab League.
  • D. Council of Arab Ministers of Interior
    The Council of Arab Ministers of Interior is a specialized Arab League body that coordinates regional cooperation on internal security, law enforcement, and public safety among member states.
  • E. Arab Fund for Economic and Social Development
    The Arab Fund for Economic and Social Development is a regional financial institution that provides development financing and support to promote economic and social progress in Arab countries.
  • 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_69a254bca59881909a15e1496f1508c7 completed Feb. 28, 2026, 2:36 a.m.
NER Named-entity recognition batch_69a25bcc6dc88190b8c24b485588dfe4 completed Feb. 28, 2026, 3:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69a34764cb5c8190b9095a38866387d9 completed Feb. 28, 2026, 7:52 p.m.
NEDg Description generation batch_69a348107f8c81908102ecab4fafbffe completed Feb. 28, 2026, 7:54 p.m.
NED2 Entity disambiguation (via description) batch_69a3485cf79881909e9576240f7408a5 completed Feb. 28, 2026, 7:56 p.m.
Created at: Feb. 28, 2026, 2:44 a.m.