Triple
T9464616
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arab Coordination Group |
E228238
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object | Arab Gulf Programme for Development |
E574429
|
NE FINISHED |
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 Programme for Development | Statement: [Arab Coordination Group, hasMember, Arab Gulf Programme for Development]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arab Gulf Programme for Development Context triple: [Arab Coordination Group, hasMember, Arab Gulf Programme 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.
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.
-
D.
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.
-
E.
Saudi Vision 2030
Saudi Vision 2030 is Saudi Arabia’s long-term national transformation program aimed at diversifying its oil-dependent economy, modernizing society, and expanding private-sector and non-oil industries by the year 2030.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca846fee388190a6ec273fd644b88b |
completed | March 30, 2026, 2:10 p.m. |
| NER | Named-entity recognition | batch_69cd7fdad3c4819083b06f1b45acc85a |
completed | April 1, 2026, 8:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d122b1440c81909de61d4e72eb93f4 |
completed | April 4, 2026, 2:39 p.m. |
Created at: March 30, 2026, 7:53 p.m.