Triple

T16568885
Position Surface form Disambiguated ID Type / Status
Subject Mali War E402531 entity
Predicate involves P1256 FINISHED
Object Dogon militias
Dogon militias are community-based armed groups from Mali’s Dogon ethnic community, known for their involvement in local self-defense and intercommunal conflicts during the Mali War.
E1220740 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: Dogon militias | Statement: [Mali War, involves, Dogon militias]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dogon militias
Context triple: [Mali War, involves, Dogon militias]
  • A. Hema militias
    Hema militias are armed groups drawn largely from the Hema ethnic community in northeastern Democratic Republic of the Congo, known for their central role in the ethnically driven violence and atrocities of the Ituri conflict.
  • B. Mai-Mai militias
    The Mai-Mai militias are loosely organized, community-based armed groups in the Democratic Republic of the Congo known for their role in local self-defense and involvement in the country’s prolonged conflicts.
  • C. Zintan militias
    The Zintan militias are powerful armed groups from the town of Zintan in western Libya, known for their significant military and political influence during and after the fall of Muammar Gaddafi.
  • D. Fulani jihadists
    Fulani jihadists are militant Islamist groups rooted in segments of the Fulani ethnic community in West Africa, known for violent insurgencies, communal attacks, and conflicts with local states and communities across the Sahel and surrounding regions.
  • E. Casamance conflict
    The Casamance conflict is a long-running low-intensity separatist insurgency in southern Senegal, where rebels have sought independence from the central government since the early 1980s.
  • 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: Dogon militias
Triple: [Mali War, involves, Dogon militias]
Generated description
Dogon militias are community-based armed groups from Mali’s Dogon ethnic community, known for their involvement in local self-defense and intercommunal conflicts during the Mali War.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dogon militias
Target entity description: Dogon militias are community-based armed groups from Mali’s Dogon ethnic community, known for their involvement in local self-defense and intercommunal conflicts during the Mali War.
  • A. Hema militias
    Hema militias are armed groups drawn largely from the Hema ethnic community in northeastern Democratic Republic of the Congo, known for their central role in the ethnically driven violence and atrocities of the Ituri conflict.
  • B. Mai-Mai militias
    The Mai-Mai militias are loosely organized, community-based armed groups in the Democratic Republic of the Congo known for their role in local self-defense and involvement in the country’s prolonged conflicts.
  • C. Zintan militias
    The Zintan militias are powerful armed groups from the town of Zintan in western Libya, known for their significant military and political influence during and after the fall of Muammar Gaddafi.
  • D. Fulani jihadists
    Fulani jihadists are militant Islamist groups rooted in segments of the Fulani ethnic community in West Africa, known for violent insurgencies, communal attacks, and conflicts with local states and communities across the Sahel and surrounding regions.
  • E. Casamance conflict
    The Casamance conflict is a long-running low-intensity separatist insurgency in southern Senegal, where rebels have sought independence from the central government since the early 1980s.
  • 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_69d8838648088190acf97ef11fc3f61b completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e35773c00c819091731bebc02a69bb completed April 18, 2026, 10:05 a.m.
NED1 Entity disambiguation (via context triple) batch_6a006ee616a0819089b3cdc1da951735 completed May 10, 2026, 11:41 a.m.
NEDg Description generation batch_6a006f9043b8819086143b2ec0cf1657 completed May 10, 2026, 11:44 a.m.
NED2 Entity disambiguation (via description) batch_6a00701fc1848190b3248a70b462eab1 completed May 10, 2026, 11:46 a.m.
Created at: April 10, 2026, 5:16 a.m.