Triple

T1036238
Position Surface form Disambiguated ID Type / Status
Subject Niger E22368 entity
Predicate partOf P40 FINISHED
Object Community of Sahel-Saharan States
The Community of Sahel-Saharan States is a regional organization of African countries focused on promoting economic integration, political cooperation, and security across the Sahel and Sahara regions.
 E136359 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: Community of Sahel-Saharan States | Statement: [Niger, partOf, Community of Sahel-Saharan States]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Community of Sahel-Saharan States
Context triple: [Niger, partOf, Community of Sahel-Saharan States]
  • A. Economic Community of Central African States
    The Economic Community of Central African States is a regional organization that promotes economic integration, political cooperation, and peace and security among Central African countries.
  • B. African Union
    The African Union is a continental organization comprising African countries that promotes political and economic integration, peace, and development across Africa.
  • C. Arab Maghreb Union
    The Arab Maghreb Union is a regional organization that seeks to promote economic and political cooperation among North African countries in the Maghreb region.
  • D. African Union Commission
    The African Union Commission is the administrative and executive arm of the African Union, responsible for implementing its decisions, coordinating activities, and driving continental policies and initiatives.
  • E. Gulf of Guinea Commission
    The Gulf of Guinea Commission is a regional organization of coastal states dedicated to promoting cooperation, security, and sustainable development in the Gulf of Guinea.
  • 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: Community of Sahel-Saharan States
Triple: [Niger, partOf, Community of Sahel-Saharan States]
Generated description
The Community of Sahel-Saharan States is a regional organization of African countries focused on promoting economic integration, political cooperation, and security across the Sahel and Sahara regions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Community of Sahel-Saharan States
Target entity description: The Community of Sahel-Saharan States is a regional organization of African countries focused on promoting economic integration, political cooperation, and security across the Sahel and Sahara regions.
  • A. Economic Community of Central African States
    The Economic Community of Central African States is a regional organization that promotes economic integration, political cooperation, and peace and security among Central African countries.
  • B. African Union
    The African Union is a continental organization comprising African countries that promotes political and economic integration, peace, and development across Africa.
  • C. Arab Maghreb Union
    The Arab Maghreb Union is a regional organization that seeks to promote economic and political cooperation among North African countries in the Maghreb region.
  • D. African Union Commission
    The African Union Commission is the administrative and executive arm of the African Union, responsible for implementing its decisions, coordinating activities, and driving continental policies and initiatives.
  • E. Gulf of Guinea Commission
    The Gulf of Guinea Commission is a regional organization of coastal states dedicated to promoting cooperation, security, and sustainable development in the Gulf of Guinea.
  • 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_69a493d848848190aed4011b34b2e8d3 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b816272c8190a12e470c4d4ebcf9 completed March 1, 2026, 10:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac763827b08190b84cc18a5cfa64fc completed March 7, 2026, 7:02 p.m.
NEDg Description generation batch_69ac76c0863c81909c68208709e4767b completed March 7, 2026, 7:04 p.m.
NED2 Entity disambiguation (via description) batch_69ac778551f88190ac041d80e41d209d completed March 7, 2026, 7:07 p.m.
Created at: March 1, 2026, 7:41 p.m.