Triple

T15786469
Position Surface form Disambiguated ID Type / Status
Subject Somali National Movement E382749 entity
Predicate notableOperation P2336 FINISHED
Object 1988 Hargeisa offensive
The 1988 Hargeisa offensive was a major military campaign during the Somali Civil War in which rebel forces attacked and briefly captured the city of Hargeisa, prompting a brutal government counteroffensive and widespread destruction.
E1176151 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: 1988 Hargeisa offensive | Statement: [Somali National Movement, notableOperation, 1988 Hargeisa offensive]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 1988 Hargeisa offensive
Context triple: [Somali National Movement, notableOperation, 1988 Hargeisa offensive]
  • A. Fall of Asmara
    The Fall of Asmara was the 1991 capture of Eritrea’s capital by Eritrean People's Liberation Front forces, effectively ending Ethiopian control and paving the way for Eritrean independence.
  • B. Battle of Sirte (2011)
    The Battle of Sirte (2011) was a major and decisive confrontation in the Libyan Civil War in which anti-Gaddafi forces captured Muammar Gaddafi’s hometown, leading directly to his capture and death and marking the effective end of his regime.
  • C. Battle of Sirte (2016)
    The Battle of Sirte (2016) was a major military campaign in the Second Libyan Civil War in which forces aligned with Libya’s UN-backed Government of National Accord, supported by U.S. airstrikes, fought to expel Islamic State militants from the coastal city of Sirte.
  • 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. Battle of Mogadishu
    The Battle of Mogadishu was a 1993 urban combat engagement in Somalia between U.S.-led forces and Somali militiamen that resulted in heavy casualties and became one of the most infamous incidents of American military intervention in the post–Cold War era.
  • 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: 1988 Hargeisa offensive
Triple: [Somali National Movement, notableOperation, 1988 Hargeisa offensive]
Generated description
The 1988 Hargeisa offensive was a major military campaign during the Somali Civil War in which rebel forces attacked and briefly captured the city of Hargeisa, prompting a brutal government counteroffensive and widespread destruction.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 1988 Hargeisa offensive
Target entity description: The 1988 Hargeisa offensive was a major military campaign during the Somali Civil War in which rebel forces attacked and briefly captured the city of Hargeisa, prompting a brutal government counteroffensive and widespread destruction.
  • A. Fall of Asmara
    The Fall of Asmara was the 1991 capture of Eritrea’s capital by Eritrean People's Liberation Front forces, effectively ending Ethiopian control and paving the way for Eritrean independence.
  • B. Battle of Sirte (2011)
    The Battle of Sirte (2011) was a major and decisive confrontation in the Libyan Civil War in which anti-Gaddafi forces captured Muammar Gaddafi’s hometown, leading directly to his capture and death and marking the effective end of his regime.
  • C. Battle of Sirte (2016)
    The Battle of Sirte (2016) was a major military campaign in the Second Libyan Civil War in which forces aligned with Libya’s UN-backed Government of National Accord, supported by U.S. airstrikes, fought to expel Islamic State militants from the coastal city of Sirte.
  • 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. Battle of Mogadishu
    The Battle of Mogadishu was a 1993 urban combat engagement in Somalia between U.S.-led forces and Somali militiamen that resulted in heavy casualties and became one of the most infamous incidents of American military intervention in the post–Cold War era.
  • 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_69d86da16e188190b89af699f1ed0bfe completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e0540380448190a025338f0e62e6d1 completed April 16, 2026, 3:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff90a6365c8190833431cf079b21fb completed May 9, 2026, 7:53 p.m.
NEDg Description generation batch_69ff916638048190ad4a6c85da9cef9d completed May 9, 2026, 7:56 p.m.
NED2 Entity disambiguation (via description) batch_69ff91cf6f7c81908361f85c9a98ae80 completed May 9, 2026, 7:58 p.m.
Created at: April 10, 2026, 4:48 a.m.