Triple

T11519802
Position Surface form Disambiguated ID Type / Status
Subject Ituri conflict E273132 entity
Predicate mainBelligerent P375 FINISHED
Object 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.
E929947 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: Hema militias | Statement: [Ituri conflict, mainBelligerent, Hema militias]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hema militias
Context triple: [Ituri conflict, mainBelligerent, Hema militias]
  • A. 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.
  • B. 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.
  • C. Pyusawhti militias
    The Pyusawhti militias are pro-military, nationalist vigilante groups in Myanmar that support and collaborate with the armed forces in suppressing opposition and resistance movements.
  • D. Impuzamugambi militia
    The Impuzamugambi militia was an extremist Hutu paramilitary group in Rwanda that played a central role in organizing and carrying out mass killings of Tutsi and moderate Hutu during the 1994 genocide.
  • E. Janjaweed militias
    The Janjaweed militias are armed Arab groups in western Sudan notorious for widespread atrocities, including mass killings, rape, and village burnings, particularly during the Darfur conflict.
  • 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: Hema militias
Triple: [Ituri conflict, mainBelligerent, Hema militias]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hema militias
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. Pyusawhti militias
    The Pyusawhti militias are pro-military, nationalist vigilante groups in Myanmar that support and collaborate with the armed forces in suppressing opposition and resistance movements.
  • D. Impuzamugambi militia
    The Impuzamugambi militia was an extremist Hutu paramilitary group in Rwanda that played a central role in organizing and carrying out mass killings of Tutsi and moderate Hutu during the 1994 genocide.
  • E. Janjaweed militias
    The Janjaweed militias are armed Arab groups in western Sudan notorious for widespread atrocities, including mass killings, rape, and village burnings, particularly during the Darfur conflict.
  • 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_69d6aae2c3748190bed2ea50dfb160dc completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d87fcf927081908ef89eff7ad833b0 completed April 10, 2026, 4:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69e62540ff4c81909206db0344842c3b completed April 20, 2026, 1:08 p.m.
NEDg Description generation batch_69e62cf5b9988190bc1935993f0111f7 completed April 20, 2026, 1:41 p.m.
NED2 Entity disambiguation (via description) batch_69e66433ddb48190994bb1160b0ff732 completed April 20, 2026, 5:36 p.m.
Created at: April 8, 2026, 9:36 p.m.