Triple
T6052504
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arab League Water Ministers Council |
E134825
|
entity |
| Predicate | cooperatesWith |
P435
|
FINISHED |
| Object |
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.
|
E563220
|
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 Center for the Studies of Arid Zones and Dry Lands | Statement: [Arab League Water Ministers Council, cooperatesWith, Arab Center for the Studies of Arid Zones and Dry Lands]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arab Center for the Studies of Arid Zones and Dry Lands Context triple: [Arab League Water Ministers Council, cooperatesWith, Arab Center for the Studies of Arid Zones and Dry Lands]
-
A.
Centre for Dryland Agriculture
The Centre for Dryland Agriculture is a research and training institute focused on improving agricultural productivity, sustainability, and livelihoods in dryland and semi-arid regions.
-
B.
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.
-
C.
Center for Arabic Study Abroad
The Center for Arabic Study Abroad is an intensive, advanced-level Arabic language and cultural immersion program for highly qualified students, hosted at the American University in Cairo.
-
D.
Arab League Environment Council
The Arab League Environment Council is a specialized ministerial body within the Arab League responsible for coordinating and formulating regional environmental policies and cooperation among member states.
-
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. 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 Center for the Studies of Arid Zones and Dry Lands Triple: [Arab League Water Ministers Council, cooperatesWith, Arab Center for the Studies of Arid Zones and Dry Lands]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Arab Center for the Studies of Arid Zones and Dry Lands Target entity description: 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.
-
A.
Centre for Dryland Agriculture
The Centre for Dryland Agriculture is a research and training institute focused on improving agricultural productivity, sustainability, and livelihoods in dryland and semi-arid regions.
-
B.
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.
-
C.
Center for Arabic Study Abroad
The Center for Arabic Study Abroad is an intensive, advanced-level Arabic language and cultural immersion program for highly qualified students, hosted at the American University in Cairo.
-
D.
Arab League Environment Council
The Arab League Environment Council is a specialized ministerial body within the Arab League responsible for coordinating and formulating regional environmental policies and cooperation among member states.
-
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. 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_69c00877b6d4819096b0e163728b73a3 |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c056f802988190aafdb7cbb087c828 |
completed | March 22, 2026, 8:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c113a911548190b4269d094f65308d |
completed | March 23, 2026, 10:19 a.m. |
| NEDg | Description generation | batch_69c11424a35081909aef75b42f708966 |
completed | March 23, 2026, 10:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c114c85c0c8190934adc20ddd1898f |
completed | March 23, 2026, 10:24 a.m. |
Created at: March 22, 2026, 4:09 p.m.