Triple

T4508992
Position Surface form Disambiguated ID Type / Status
Subject Congo Free State E102002 entity
Predicate notableEvent P259 FINISHED
Object Congo Arab War
The Congo Arab War was a late 19th-century conflict in Central Africa between forces of King Leopold II’s Congo Free State and Arab-Swahili traders over control of territory, resources, and the lucrative ivory and slave trades.
E448351 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: Congo Arab War | Statement: [Congo Free State, notableEvent, Congo Arab War]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Congo Arab War
Context triple: [Congo Free State, notableEvent, Congo Arab War]
  • A. 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.
  • B. First Congo War
    The First Congo War was a 1996–1997 conflict in Central Africa that overthrew Zairean dictator Mobutu Sese Seko and brought Laurent-Désiré Kabila to power, marking the beginning of prolonged regional instability in the Democratic Republic of the Congo.
  • C. Mali War
    The Mali War is an ongoing conflict in the West African nation of Mali involving government forces, separatist rebels, and Islamist militants, marked by insurgency, foreign military interventions, and severe humanitarian impacts.
  • D. Ogaden conflict
    The Ogaden conflict is a long-running insurgency and counterinsurgency in Ethiopia’s Somali Region, primarily involving ethnic Somali separatists seeking self-determination and the Ethiopian state.
  • E. Ifni–Sahara War
    The Ifni–Sahara War was a brief late-1950s conflict in which Spain fought Moroccan-backed insurgents over its colonial possessions of Ifni and parts of the Spanish Sahara in Northwest Africa.
  • 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: Congo Arab War
Triple: [Congo Free State, notableEvent, Congo Arab War]
Generated description
The Congo Arab War was a late 19th-century conflict in Central Africa between forces of King Leopold II’s Congo Free State and Arab-Swahili traders over control of territory, resources, and the lucrative ivory and slave trades.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Congo Arab War
Target entity description: The Congo Arab War was a late 19th-century conflict in Central Africa between forces of King Leopold II’s Congo Free State and Arab-Swahili traders over control of territory, resources, and the lucrative ivory and slave trades.
  • A. 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.
  • B. First Congo War
    The First Congo War was a 1996–1997 conflict in Central Africa that overthrew Zairean dictator Mobutu Sese Seko and brought Laurent-Désiré Kabila to power, marking the beginning of prolonged regional instability in the Democratic Republic of the Congo.
  • C. Mali War
    The Mali War is an ongoing conflict in the West African nation of Mali involving government forces, separatist rebels, and Islamist militants, marked by insurgency, foreign military interventions, and severe humanitarian impacts.
  • D. Ogaden conflict
    The Ogaden conflict is a long-running insurgency and counterinsurgency in Ethiopia’s Somali Region, primarily involving ethnic Somali separatists seeking self-determination and the Ethiopian state.
  • E. Ifni–Sahara War
    The Ifni–Sahara War was a brief late-1950s conflict in which Spain fought Moroccan-backed insurgents over its colonial possessions of Ifni and parts of the Spanish Sahara in Northwest Africa.
  • 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_69bd43d6251c81909deecce3e6e9d69c completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd571138b88190b68bbfc4300aaf9d completed March 20, 2026, 2:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69bd7f7c1bd08190bc7b7028a512a466 completed March 20, 2026, 5:10 p.m.
NEDg Description generation batch_69bd84bae7148190ae201ea5257dd43e completed March 20, 2026, 5:32 p.m.
NED2 Entity disambiguation (via description) batch_69bd857181e4819086b7d0b493fbb9a3 completed March 20, 2026, 5:35 p.m.
Created at: March 20, 2026, 1:01 p.m.