Triple
T199405
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arab League |
E4067
|
entity |
| Predicate | hasSpecializedAgency |
P1055
|
FINISHED |
| Object |
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.
|
E26008
|
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 Fund for Economic and Social Development | Statement: [Arab League, hasSpecializedAgency, Arab Fund for Economic and Social Development]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arab Fund for Economic and Social Development Context triple: [Arab League, hasSpecializedAgency, Arab Fund for Economic and Social Development]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
United Nations Development Programme
The United Nations Development Programme is the UN’s global development agency that works to eradicate poverty, reduce inequalities, and support sustainable development in countries worldwide.
-
E.
Ministry of Islamic Endowments of Egypt
The Ministry of Islamic Endowments of Egypt is a government body responsible for overseeing mosques, religious endowments (awqaf), and Islamic religious affairs across Egypt.
- 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 Fund for Economic and Social Development Triple: [Arab League, hasSpecializedAgency, Arab Fund for Economic and Social Development]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Arab Fund for Economic and Social Development Target entity description: 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.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
United Nations Development Programme
The United Nations Development Programme is the UN’s global development agency that works to eradicate poverty, reduce inequalities, and support sustainable development in countries worldwide.
-
E.
Ministry of Islamic Endowments of Egypt
The Ministry of Islamic Endowments of Egypt is a government body responsible for overseeing mosques, religious endowments (awqaf), and Islamic religious affairs across Egypt.
- 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_69a32812176c8190987df03dc08b47a9 |
completed | Feb. 28, 2026, 5:38 p.m. |
| NEDg | Description generation | batch_69a328ddce8c819096e26296d1f77820 |
completed | Feb. 28, 2026, 5:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3293046f081909ae5468be1589c91 |
completed | Feb. 28, 2026, 5:43 p.m. |
Created at: Feb. 28, 2026, 2:44 a.m.