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.