Triple

T23401137
Position Surface form Disambiguated ID Type / Status
Subject Islamic State in the Greater Sahara E559506 entity
Predicate areaOfActivity P1164 FINISHED
Object Mali–Burkina Faso border region — NE NERFINISHED

How this triple was built (2 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: Mali–Burkina Faso border region | Statement: [Islamic State in the Greater Sahara, areaOfActivity, Mali–Burkina Faso border region]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mali–Burkina Faso border region
Context triple: [Islamic State in the Greater Sahara, areaOfActivity, Mali–Burkina Faso border region]
  • A. Mali–Burkina Faso border region chosen
    The Mali–Burkina Faso border region is a sparsely governed Sahelian frontier zone marked by desert and semi-arid landscapes, where state presence is weak and jihadist insurgencies, communal violence, and illicit trafficking are widespread.
  • B. Niger–Burkina Faso border
    The Niger–Burkina Faso border is a frequently contested frontier in the central Sahel, marked by insecurity, militant activity, and joint regional military operations.
  • C. Burkina Faso–Togo border region
    The Burkina Faso–Togo border region is a sparsely populated West African frontier area characterized by savanna landscapes, cross-border ethnic communities, and shared river systems that support agriculture and pastoralism.
  • D. Mali–Niger border
    The Mali–Niger border is a sparsely populated, Sahelian frontier region in West Africa that has become a hotspot of insecurity, armed group activity, and international counterterrorism operations.
  • E. Mali–Senegal border
    The Mali–Senegal border is the international boundary in West Africa separating landlocked Mali from coastal Senegal, traversing largely sparsely populated Sahelian terrain.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (2 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_69e24549610c8190a069d6411ce5f661 completed April 17, 2026, 2:35 p.m.
NER Named-entity recognition batch_69f1a4dfa4c881908df0eced4855c0d9 completed April 29, 2026, 6:27 a.m.
Created at: April 17, 2026, 5:37 p.m.