Triple

T12603033
Position Surface form Disambiguated ID Type / Status
Subject Kasai region E300904 entity
Predicate conflict P12 FINISHED
Object Kasai conflict (2016–2017)
The Kasai conflict (2016–2017) was a brutal insurgency and government counterinsurgency in central Democratic Republic of the Congo marked by mass killings, displacement of civilians, and widespread human rights abuses.
E993922 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: Kasai conflict (2016–2017) | Statement: [Kasai region, conflict, Kasai conflict (2016–2017)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kasai conflict (2016–2017)
Context triple: [Kasai region, conflict, Kasai conflict (2016–2017)]
  • A. Ituri conflict
    The Ituri conflict was a brutal ethnic and resource-driven war in northeastern Democratic Republic of the Congo, marked by widespread atrocities between rival militias and severe humanitarian crises in the early 2000s.
  • B. Kivu conflict
    The Kivu conflict is a prolonged, multi-sided armed struggle in eastern Democratic Republic of the Congo involving government forces, rebel groups, and foreign actors, driven by ethnic tensions, control of mineral resources, and regional power dynamics.
  • C. Second Congo War
    The Second Congo War was a devastating multi-nation conflict in Central Africa from 1998 to 2003, often called “Africa’s World War” due to its scale, regional involvement, and immense human toll.
  • D. South Sudanese Civil War
    The South Sudanese Civil War was a brutal internal conflict that erupted in 2013 between forces loyal to President Salva Kiir and those aligned with former Vice President Riek Machar, causing massive displacement, ethnic violence, and humanitarian crisis in the world’s newest country.
  • E. Central African Republic conflict
    The Central African Republic conflict is a prolonged, multifaceted civil war marked by sectarian violence, competing armed groups, foreign mercenaries, and severe humanitarian crises in the Central African Republic.
  • 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: Kasai conflict (2016–2017)
Triple: [Kasai region, conflict, Kasai conflict (2016–2017)]
Generated description
The Kasai conflict (2016–2017) was a brutal insurgency and government counterinsurgency in central Democratic Republic of the Congo marked by mass killings, displacement of civilians, and widespread human rights abuses.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kasai conflict (2016–2017)
Target entity description: The Kasai conflict (2016–2017) was a brutal insurgency and government counterinsurgency in central Democratic Republic of the Congo marked by mass killings, displacement of civilians, and widespread human rights abuses.
  • A. Ituri conflict
    The Ituri conflict was a brutal ethnic and resource-driven war in northeastern Democratic Republic of the Congo, marked by widespread atrocities between rival militias and severe humanitarian crises in the early 2000s.
  • B. Kivu conflict
    The Kivu conflict is a prolonged, multi-sided armed struggle in eastern Democratic Republic of the Congo involving government forces, rebel groups, and foreign actors, driven by ethnic tensions, control of mineral resources, and regional power dynamics.
  • C. Second Congo War
    The Second Congo War was a devastating multi-nation conflict in Central Africa from 1998 to 2003, often called “Africa’s World War” due to its scale, regional involvement, and immense human toll.
  • D. South Sudanese Civil War
    The South Sudanese Civil War was a brutal internal conflict that erupted in 2013 between forces loyal to President Salva Kiir and those aligned with former Vice President Riek Machar, causing massive displacement, ethnic violence, and humanitarian crisis in the world’s newest country.
  • E. Central African Republic conflict
    The Central African Republic conflict is a prolonged, multifaceted civil war marked by sectarian violence, competing armed groups, foreign mercenaries, and severe humanitarian crises in the Central African Republic.
  • 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_69d7bdea2ca881908f379526c13b1145 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d954e6e20481908bca684c4b497c48 completed April 10, 2026, 7:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69f65ecb09e481909d688f174372dde7 completed May 2, 2026, 8:30 p.m.
NEDg Description generation batch_69f65fd6fa8c819094a31f8c2d8ee72d completed May 2, 2026, 8:34 p.m.
NED2 Entity disambiguation (via description) batch_69f663fe2fac8190bb70c8f1b919d657 completed May 2, 2026, 8:52 p.m.
Created at: April 9, 2026, 5:10 p.m.