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.