Triple
T70112
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Africa |
E1402
|
entity |
| Predicate | hasMajorEconomicCommunity |
P3410
|
FINISHED |
| Object |
ECOWAS
ECOWAS is a regional political and economic union of West African countries that promotes economic integration, peace, and development across the region.
|
E12122
|
NE FINISHED |
How this triple was built (5 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: ECOWAS | Statement: [Africa, hasMajorEconomicCommunity, ECOWAS]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: ECOWAS Context triple: [Africa, hasMajorEconomicCommunity, ECOWAS]
-
A.
African Union
The African Union is a continental organization comprising African countries that promotes political and economic integration, peace, and development across Africa.
-
B.
Common Market for Eastern and Southern Africa
The Common Market for Eastern and Southern Africa (COMESA) is a regional economic bloc of African states focused on promoting trade integration, economic cooperation, and development across Eastern and Southern Africa.
-
C.
Southern African Development Community
The Southern African Development Community (SADC) is a regional intergovernmental organization that promotes economic integration, political cooperation, and development among countries in Southern Africa.
-
D.
Arab League
The Arab League is a regional organization of Arab countries in and around North Africa, the Horn of Africa, and the Middle East that aims to promote political, economic, cultural, and security cooperation among its member states.
-
E.
Organisation of Islamic Cooperation
The Organisation of Islamic Cooperation is an international organization that brings together Muslim-majority countries to promote political, economic, and social cooperation and to represent the collective voice of the Islamic world.
- 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: ECOWAS Triple: [Africa, hasMajorEconomicCommunity, ECOWAS]
Generated description
ECOWAS is a regional political and economic union of West African countries that promotes economic integration, peace, and development across the region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: ECOWAS Target entity description: ECOWAS is a regional political and economic union of West African countries that promotes economic integration, peace, and development across the region.
-
A.
African Union
The African Union is a continental organization comprising African countries that promotes political and economic integration, peace, and development across Africa.
-
B.
Common Market for Eastern and Southern Africa
The Common Market for Eastern and Southern Africa (COMESA) is a regional economic bloc of African states focused on promoting trade integration, economic cooperation, and development across Eastern and Southern Africa.
-
C.
Southern African Development Community
The Southern African Development Community (SADC) is a regional intergovernmental organization that promotes economic integration, political cooperation, and development among countries in Southern Africa.
-
D.
Arab League
The Arab League is a regional organization of Arab countries in and around North Africa, the Horn of Africa, and the Middle East that aims to promote political, economic, cultural, and security cooperation among its member states.
-
E.
Organisation of Islamic Cooperation
The Organisation of Islamic Cooperation is an international organization that brings together Muslim-majority countries to promote political, economic, and social cooperation and to represent the collective voice of the Islamic world.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasMajorEconomicCommunity Context triple: [Africa, hasMajorEconomicCommunity, ECOWAS]
-
A.
hasMajorEconomicRegion
Indicates that an entity includes, is associated with, or is part of a primary or significant economic region within a larger economic or geographic context.
-
B.
hasMajorCountry
Indicates that an entity includes, is associated with, or is primarily represented by a particular major country.
-
C.
hasEconomicOrganization
chosen
Indicates that an entity possesses, is associated with, or participates in a specific economic organization or institutional economic structure.
-
D.
hasSupranationalInstitution
Indicates that an entity is associated with or governed by an institution that operates above the level of individual nation-states.
-
E.
hasMajorCommunity
Indicates that an entity possesses a primary or significantly large community associated with it.
- F. None of above.
Provenance (6 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_69a24c06b3bc8190aa4ac89026115efc |
completed | Feb. 28, 2026, 1:59 a.m. |
| NER | Named-entity recognition | batch_69a24fd16c248190a6ee4cd96c388772 |
completed | Feb. 28, 2026, 2:15 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a284fb8c1481908d7796593836c925 |
completed | Feb. 28, 2026, 6:02 a.m. |
| NEDg | Description generation | batch_69a2860807c48190a0073124dba847e7 |
completed | Feb. 28, 2026, 6:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a286c53b348190bcec6ff70fa3ac16 |
completed | Feb. 28, 2026, 6:10 a.m. |
| PD | Predicate disambiguation | batch_69a24eaa0df88190add55579b2b9fd02 |
completed | Feb. 28, 2026, 2:10 a.m. |
Created at: Feb. 28, 2026, 2:03 a.m.