Triple
T6163103
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arab coordination group of development financiers |
E137490
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object | Arab Authority for Agricultural Investment and Development |
E26278
|
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 Authority for Agricultural Investment and Development | Statement: [Arab coordination group of development financiers, hasMember, Arab Authority for Agricultural Investment and Development]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arab Authority for Agricultural Investment and Development Context triple: [Arab coordination group of development financiers, hasMember, Arab Authority for Agricultural Investment and Development]
-
A.
Arab Organization for Agricultural Development
chosen
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.
-
B.
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.
-
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.
Arab Center for the Studies of Arid Zones and Dry Lands
The Arab Center for the Studies of Arid Zones and Dry Lands is a regional research and development organization focused on improving the management, conservation, and sustainable use of arid and semi-arid lands in Arab countries.
-
E.
Arab League Investment Guarantee Corporation
The Arab League Investment Guarantee Corporation is a regional institution that promotes and protects Arab and foreign investments in Arab countries by providing guarantees against non-commercial risks.
- 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_69c008a54fc88190b6ce4416490ca79d |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c05d5e8edc8190a7a394ee832bac9f |
completed | March 22, 2026, 9:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c14199f024819089af02b1c0eebfad |
completed | March 23, 2026, 1:35 p.m. |
Created at: March 22, 2026, 4:17 p.m.