Triple
T19817111
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Talal bin Abdulaziz Al Saud |
E476086
|
entity |
| Predicate | founded |
P104
|
FINISHED |
| Object | Arab Gulf Program for Development |
—
|
NE NERFINISHED |
How this triple was built (2 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 Gulf Program for Development | Statement: [Talal bin Abdulaziz Al Saud, founded, Arab Gulf Program for Development]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arab Gulf Program for Development Context triple: [Talal bin Abdulaziz Al Saud, founded, Arab Gulf Program for Development]
-
A.
Arab Gulf Programme for Development
chosen
The Arab Gulf Programme for Development (AGFUND) is a regional philanthropic organization that supports sustainable human development initiatives, particularly in education, health, and poverty alleviation, across developing countries.
-
B.
Arabian Gulf Development
Arabian Gulf Development is a company that provides commercial sponsorship and support to major football competitions in the United Arab Emirates.
-
C.
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.
-
D.
Kuwait Fund for Arab Economic Development
The Kuwait Fund for Arab Economic Development is a state-owned Kuwaiti development finance institution that provides concessional loans and technical assistance to support economic and social development projects in Arab and other developing countries.
-
E.
Arab Organization for Industrialization
The Arab Organization for Industrialization is a major Egyptian state-owned conglomerate that develops and manufactures military and civilian industrial products, serving as a key pillar of Egypt’s defense and technological capabilities.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69d8e51bc4208190a1c57d8c5d1b15e4 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e654fac7b481909a19ae0d608e01d9 |
completed | April 20, 2026, 4:31 p.m. |
Created at: April 10, 2026, 1:50 p.m.