Triple

T8680022
Position Surface form Disambiguated ID Type / Status
Subject Islamic State – West Africa Province E206012 entity
Predicate hasOpposingForce P4567 FINISHED
Object Cameroonian Armed Forces
The Cameroonian Armed Forces are the unified military organization of Cameroon responsible for national defense, internal security, and participation in regional security operations, particularly against insurgent and extremist groups.
 E753314 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: Cameroonian Armed Forces | Statement: [Islamic State – West Africa Province, hasOpposingForce, Cameroonian Armed Forces]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cameroonian Armed Forces
Context triple: [Islamic State – West Africa Province, hasOpposingForce, Cameroonian Armed Forces]
  • A. Niger Armed Forces
    The Niger Armed Forces are the national military of Niger, responsible for defending the country’s sovereignty, maintaining internal security, and conducting operations against insurgent and rebel groups.
  • B. Congolese Armed Forces
    The Congolese Armed Forces are the national military of the Democratic Republic of the Congo, responsible for defending the country’s sovereignty and maintaining internal security.
  • C. Cameroon Air Force
    The Cameroon Air Force is the aerial warfare branch of Cameroon’s military, responsible for defending the nation’s airspace and providing air support to its armed forces.
  • D. Guinean Armed Forces
    The Guinean Armed Forces are the national military of Guinea, responsible for the country’s defense and regional security operations.
  • E. Forces Nouvelles de Côte d’Ivoire
    Forces Nouvelles de Côte d’Ivoire was a coalition of rebel groups that controlled northern Côte d’Ivoire and opposed the government during the country’s civil conflicts in the 2000s.
  • 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: Cameroonian Armed Forces
Triple: [Islamic State – West Africa Province, hasOpposingForce, Cameroonian Armed Forces]
Generated description
The Cameroonian Armed Forces are the unified military organization of Cameroon responsible for national defense, internal security, and participation in regional security operations, particularly against insurgent and extremist groups.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cameroonian Armed Forces
Target entity description: The Cameroonian Armed Forces are the unified military organization of Cameroon responsible for national defense, internal security, and participation in regional security operations, particularly against insurgent and extremist groups.
  • A. Niger Armed Forces
    The Niger Armed Forces are the national military of Niger, responsible for defending the country’s sovereignty, maintaining internal security, and conducting operations against insurgent and rebel groups.
  • B. Congolese Armed Forces
    The Congolese Armed Forces are the national military of the Democratic Republic of the Congo, responsible for defending the country’s sovereignty and maintaining internal security.
  • C. Cameroon Air Force
    The Cameroon Air Force is the aerial warfare branch of Cameroon’s military, responsible for defending the nation’s airspace and providing air support to its armed forces.
  • D. Guinean Armed Forces
    The Guinean Armed Forces are the national military of Guinea, responsible for the country’s defense and regional security operations.
  • E. Forces Nouvelles de Côte d’Ivoire
    Forces Nouvelles de Côte d’Ivoire was a coalition of rebel groups that controlled northern Côte d’Ivoire and opposed the government during the country’s civil conflicts in the 2000s.
  • 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_69ca835379688190aa06b9d98e684d58 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc49fa6040819084cb3fe09cd0f109 completed March 31, 2026, 10:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf28748c0c8190a8870650a9b07d7d completed April 3, 2026, 2:39 a.m.
NEDg Description generation batch_69cf2c5b995881909e60ce7c42ebb4a2 completed April 3, 2026, 2:56 a.m.
NED2 Entity disambiguation (via description) batch_69cf2ce47b748190b883063dc3e5d16b completed April 3, 2026, 2:58 a.m.
Created at: March 30, 2026, 6:32 p.m.