Triple

T199408
Position Surface form Disambiguated ID Type / Status
Subject Arab League E4067 entity
Predicate hasSpecializedAgency P1055 FINISHED
Object Arab Organization for Agricultural Development
The Arab Organization for Agricultural Development is a specialized Arab intergovernmental body that works to enhance agricultural development, food security, and rural sustainability across member states of the Arab League.
E26278 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: Arab Organization for Agricultural Development | Statement: [Arab League, hasSpecializedAgency, Arab Organization for Agricultural Development]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arab Organization for Agricultural Development
Context triple: [Arab League, hasSpecializedAgency, Arab Organization for Agricultural Development]
  • A. 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.
  • B. International Fund for Agricultural Development
    The International Fund for Agricultural Development (IFAD) is a specialized United Nations agency and international financial institution that provides loans and grants to reduce rural poverty and improve food security in developing countries.
  • C. Food and Agriculture Organization
    The Food and Agriculture Organization is a United Nations specialized agency that leads international efforts to defeat hunger and improve food security, nutrition, and sustainable agriculture worldwide.
  • D. Arab League Educational, Cultural and Scientific Organization
    The Arab League Educational, Cultural and Scientific Organization (ALECSO) is a specialized agency of the Arab League dedicated to promoting education, culture, science, and the preservation of Arab heritage across member states.
  • E. United Nations Economic and Social Commission for Western Asia
    The United Nations Economic and Social Commission for Western Asia is a UN regional body that promotes economic and social development, regional integration, and cooperation among countries in the Western Asia region.
  • 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: Arab Organization for Agricultural Development
Triple: [Arab League, hasSpecializedAgency, Arab Organization for Agricultural Development]
Generated description
The Arab Organization for Agricultural Development is a specialized Arab intergovernmental body that works to enhance agricultural development, food security, and rural sustainability across member states of the Arab League.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Arab Organization for Agricultural Development
Target entity description: The Arab Organization for Agricultural Development is a specialized Arab intergovernmental body that works to enhance agricultural development, food security, and rural sustainability across member states of the Arab League.
  • A. 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.
  • B. International Fund for Agricultural Development
    The International Fund for Agricultural Development (IFAD) is a specialized United Nations agency and international financial institution that provides loans and grants to reduce rural poverty and improve food security in developing countries.
  • C. Food and Agriculture Organization
    The Food and Agriculture Organization is a United Nations specialized agency that leads international efforts to defeat hunger and improve food security, nutrition, and sustainable agriculture worldwide.
  • D. Arab League Educational, Cultural and Scientific Organization
    The Arab League Educational, Cultural and Scientific Organization (ALECSO) is a specialized agency of the Arab League dedicated to promoting education, culture, science, and the preservation of Arab heritage across member states.
  • E. United Nations Economic and Social Commission for Western Asia
    The United Nations Economic and Social Commission for Western Asia is a UN regional body that promotes economic and social development, regional integration, and cooperation among countries in the Western Asia region.
  • 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_69a32bc5d56c8190bbe922eee86bcc58 completed Feb. 28, 2026, 5:54 p.m.
NEDg Description generation batch_69a32c3933988190b570bcd442b7095e completed Feb. 28, 2026, 5:56 p.m.
NED2 Entity disambiguation (via description) batch_69a32cbc7db08190a94e1ac4d35ca257 completed Feb. 28, 2026, 5:58 p.m.
Created at: Feb. 28, 2026, 2:44 a.m.