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.