Triple

T12665935
Position Surface form Disambiguated ID Type / Status
Subject Forces Armées Zaïroises E302552 entity
Predicate conflict P12 FINISHED
Object Shaba II conflict
The Shaba II conflict was a 1978 armed invasion and brief war in Zaire’s mineral-rich Shaba (Katanga) province, involving Katangan rebels, the Zairian government, and foreign intervention, particularly by France and Belgium.
E999828 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: Shaba II conflict | Statement: [Forces Armées Zaïroises, conflict, Shaba II conflict]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shaba II conflict
Context triple: [Forces Armées Zaïroises, conflict, Shaba II conflict]
  • A. Shaba I conflict
    The Shaba I conflict was a 1977 armed invasion of Zaire’s Shaba (Katanga) province by exiled Katangan rebels that prompted a major international military intervention to support President Mobutu’s regime.
  • B. 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.
  • C. War of Attrition
    The War of Attrition was a protracted conflict between Egypt and Israel from 1967 to 1970, marked by sustained artillery duels, air battles, and commando raids along the Suez Canal following the Six-Day War.
  • 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. Saudi–Rashidi conflict
    The Saudi–Rashidi conflict was a series of late 19th- and early 20th-century wars in the Arabian Peninsula between the House of Saud and the rival Rashidi dynasty that ultimately paved the way for the unification of Saudi Arabia under Ibn Saud.
  • 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: Shaba II conflict
Triple: [Forces Armées Zaïroises, conflict, Shaba II conflict]
Generated description
The Shaba II conflict was a 1978 armed invasion and brief war in Zaire’s mineral-rich Shaba (Katanga) province, involving Katangan rebels, the Zairian government, and foreign intervention, particularly by France and Belgium.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shaba II conflict
Target entity description: The Shaba II conflict was a 1978 armed invasion and brief war in Zaire’s mineral-rich Shaba (Katanga) province, involving Katangan rebels, the Zairian government, and foreign intervention, particularly by France and Belgium.
  • A. Shaba I conflict
    The Shaba I conflict was a 1977 armed invasion of Zaire’s Shaba (Katanga) province by exiled Katangan rebels that prompted a major international military intervention to support President Mobutu’s regime.
  • B. 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.
  • C. War of Attrition
    The War of Attrition was a protracted conflict between Egypt and Israel from 1967 to 1970, marked by sustained artillery duels, air battles, and commando raids along the Suez Canal following the Six-Day War.
  • 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. Saudi–Rashidi conflict
    The Saudi–Rashidi conflict was a series of late 19th- and early 20th-century wars in the Arabian Peninsula between the House of Saud and the rival Rashidi dynasty that ultimately paved the way for the unification of Saudi Arabia under Ibn Saud.
  • 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_69d7bded71a88190bb76e2413af9ea66 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d9617e030881908444743b8a7e0d75 completed April 10, 2026, 8:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69f67c7527c4819096c49a12dcba3c1a completed May 2, 2026, 10:36 p.m.
NEDg Description generation batch_69f67de172088190b055ace0fdcfd1fd completed May 2, 2026, 10:42 p.m.
NED2 Entity disambiguation (via description) batch_69f67ed2eac88190938747d2c75bae86 completed May 2, 2026, 10:46 p.m.
Created at: April 9, 2026, 5:19 p.m.