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.