Triple

T5982308
Position Surface form Disambiguated ID Type / Status
Subject ISIS E133146 entity
Predicate hasBranch P35 FINISHED
Object ISIS-Greater Sahara
ISIS-Greater Sahara is a regional affiliate of the Islamic State operating primarily in the Sahel region of West Africa, known for insurgent and terrorist activities across countries like Mali, Niger, and Burkina Faso.
E559506 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: ISIS-Greater Sahara | Statement: [ISIS, hasBranch, ISIS-Greater Sahara]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: ISIS-Greater Sahara
Context triple: [ISIS, hasBranch, ISIS-Greater Sahara]
  • A. G5 Sahel
    G5 Sahel is a regional cooperation framework of five West African countries focused on security, development, and counterterrorism in the Sahel region.
  • B. Maghreb-Sahel interface
    The Maghreb-Sahel interface is a transitional zone in North and West Africa where the cultures, economies, and ecologies of the North African Maghreb and the sub-Saharan Sahel intersect and blend.
  • C. EUCAP Sahel Niger
    EUCAP Sahel Niger is a European Union civilian mission that supports Nigerien security forces in strengthening rule of law, counterterrorism, and border management capacities in the Sahel region.
  • D. Ghadamès
    Ghadamès is an ancient oasis town in western Libya, renowned for its well-preserved Saharan architecture and UNESCO-listed historic old quarter.
  • E. G5 Sahel Joint Force
    The G5 Sahel Joint Force is a regional military coalition of Sahelian states created to conduct coordinated operations against terrorism and transnational crime in the Sahel region of Africa.
  • 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: ISIS-Greater Sahara
Triple: [ISIS, hasBranch, ISIS-Greater Sahara]
Generated description
ISIS-Greater Sahara is a regional affiliate of the Islamic State operating primarily in the Sahel region of West Africa, known for insurgent and terrorist activities across countries like Mali, Niger, and Burkina Faso.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: ISIS-Greater Sahara
Target entity description: ISIS-Greater Sahara is a regional affiliate of the Islamic State operating primarily in the Sahel region of West Africa, known for insurgent and terrorist activities across countries like Mali, Niger, and Burkina Faso.
  • A. G5 Sahel
    G5 Sahel is a regional cooperation framework of five West African countries focused on security, development, and counterterrorism in the Sahel region.
  • B. Maghreb-Sahel interface
    The Maghreb-Sahel interface is a transitional zone in North and West Africa where the cultures, economies, and ecologies of the North African Maghreb and the sub-Saharan Sahel intersect and blend.
  • C. EUCAP Sahel Niger
    EUCAP Sahel Niger is a European Union civilian mission that supports Nigerien security forces in strengthening rule of law, counterterrorism, and border management capacities in the Sahel region.
  • D. Ghadamès
    Ghadamès is an ancient oasis town in western Libya, renowned for its well-preserved Saharan architecture and UNESCO-listed historic old quarter.
  • E. G5 Sahel Joint Force
    The G5 Sahel Joint Force is a regional military coalition of Sahelian states created to conduct coordinated operations against terrorism and transnational crime in the Sahel region of Africa.
  • 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_69c0086f45e8819098f73dd16d45ec9d completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c04a6921b081908a6f6323d5c7a062 completed March 22, 2026, 8 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0e42174a88190b8b40cbc7815911f completed March 23, 2026, 6:56 a.m.
NEDg Description generation batch_69c0f602b79881909a6d971972f760b1 completed March 23, 2026, 8:12 a.m.
NED2 Entity disambiguation (via description) batch_69c0f6a75b908190b35d13b9593cf21f completed March 23, 2026, 8:15 a.m.
Created at: March 22, 2026, 4:04 p.m.