Triple
T17931838
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Congo Arab War |
E448351
|
entity |
| Predicate | opponent |
P437
|
FINISHED |
| Object |
Arab-Swahili forces
Arab-Swahili forces were 19th-century trading and military groups of Arab and Swahili origin in Central and East Africa, heavily involved in regional commerce, including the ivory and slave trades.
|
E1296543
|
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: Arab-Swahili forces | Statement: [Congo Arab War, opponent, Arab-Swahili forces]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arab-Swahili forces Context triple: [Congo Arab War, opponent, Arab-Swahili forces]
-
A.
Somaliland forces
Somaliland forces are the military and security units aligned with the self-declared Republic of Somaliland, active primarily in northern Somalia during the Somali Civil War.
-
B.
South Arabian Federation forces
The South Arabian Federation forces were the military units of the British-backed South Arabian Federation that played a central role in regional conflicts and unrest in Aden during the 1960s.
-
C.
Arab Muslim forces
Arab Muslim forces were the early Islamic armies that rapidly expanded the Arab Caliphates across the Middle East and beyond in the 7th and 8th centuries.
-
D.
Mahdist Ansar forces
The Mahdist Ansar forces were the Sudanese Islamist rebel army loyal to Muhammad Ahmad al-Mahdi that waged a successful jihad against Egyptian and British control in the late 19th century.
-
E.
Moroccan Saadi forces
Moroccan Saadi forces were the army of the Saadi dynasty in Morocco, known for decisively defeating the Portuguese at the Battle of Alcácer Quibir in 1578 and consolidating Saadi power in the region.
- 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: Arab-Swahili forces Triple: [Congo Arab War, opponent, Arab-Swahili forces]
Generated description
Arab-Swahili forces were 19th-century trading and military groups of Arab and Swahili origin in Central and East Africa, heavily involved in regional commerce, including the ivory and slave trades.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Arab-Swahili forces Target entity description: Arab-Swahili forces were 19th-century trading and military groups of Arab and Swahili origin in Central and East Africa, heavily involved in regional commerce, including the ivory and slave trades.
-
A.
Somaliland forces
Somaliland forces are the military and security units aligned with the self-declared Republic of Somaliland, active primarily in northern Somalia during the Somali Civil War.
-
B.
South Arabian Federation forces
The South Arabian Federation forces were the military units of the British-backed South Arabian Federation that played a central role in regional conflicts and unrest in Aden during the 1960s.
-
C.
Arab Muslim forces
Arab Muslim forces were the early Islamic armies that rapidly expanded the Arab Caliphates across the Middle East and beyond in the 7th and 8th centuries.
-
D.
Mahdist Ansar forces
The Mahdist Ansar forces were the Sudanese Islamist rebel army loyal to Muhammad Ahmad al-Mahdi that waged a successful jihad against Egyptian and British control in the late 19th century.
-
E.
Moroccan Saadi forces
Moroccan Saadi forces were the army of the Saadi dynasty in Morocco, known for decisively defeating the Portuguese at the Battle of Alcácer Quibir in 1578 and consolidating Saadi power in the region.
- 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_69d8b9f79d14819095540856928f0e25 |
completed | April 10, 2026, 8:51 a.m. |
| NER | Named-entity recognition | batch_69e4a552bb848190871251474cc208d5 |
completed | April 19, 2026, 9:50 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0321381d0081908955e50cc80aeed2 |
completed | May 12, 2026, 12:46 p.m. |
| NEDg | Description generation | batch_6a032290b0bc8190a2494a721f52a81a |
completed | May 12, 2026, 12:52 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a032307ae8481908902068e60848db3 |
completed | May 12, 2026, 12:54 p.m. |
Created at: April 10, 2026, 10:20 a.m.