Triple

T15786741
Position Surface form Disambiguated ID Type / Status
Subject Somaliland War of Independence E382755 entity
Predicate majorBattle P259 FINISHED
Object Burao fighting
Burao fighting refers to a key series of clashes in and around the city of Burao that played a pivotal role in the struggle leading to Somaliland’s eventual declaration of independence from Somalia.
E1176163 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: Burao fighting | Statement: [Somaliland War of Independence, majorBattle, Burao fighting]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Burao fighting
Context triple: [Somaliland War of Independence, majorBattle, Burao fighting]
  • A. Battle of Sangin
    The Battle of Sangin was a prolonged and intense series of engagements in Afghanistan’s Helmand Province, where British and later U.S. and Afghan forces fought to secure a strategically vital Taliban stronghold.
  • B. Battle of Wau
    The Battle of Wau was a World War II engagement in early 1943 in which Australian forces successfully defended the strategically vital airfield town of Wau in New Guinea against advancing Japanese troops.
  • C. Battle of Gao
    The Battle of Gao was a key 2013 conflict in the Northern Mali War in which Malian and French-led forces recaptured the strategic city of Gao from Islamist militants.
  • D. Battle of Konna
    The Battle of Konna was a key 2013 clash in central Mali between Islamist militants and Malian–French forces that marked an early turning point in France’s Operation Serval intervention.
  • E. Majuba campaign
    The Majuba campaign was a British military operation during the First Boer War, culminating in the 1881 Battle of Majuba Hill and marked by a decisive Boer victory that led to the restoration of Transvaal self-government.
  • 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: Burao fighting
Triple: [Somaliland War of Independence, majorBattle, Burao fighting]
Generated description
Burao fighting refers to a key series of clashes in and around the city of Burao that played a pivotal role in the struggle leading to Somaliland’s eventual declaration of independence from Somalia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Burao fighting
Target entity description: Burao fighting refers to a key series of clashes in and around the city of Burao that played a pivotal role in the struggle leading to Somaliland’s eventual declaration of independence from Somalia.
  • A. Battle of Sangin
    The Battle of Sangin was a prolonged and intense series of engagements in Afghanistan’s Helmand Province, where British and later U.S. and Afghan forces fought to secure a strategically vital Taliban stronghold.
  • B. Battle of Wau
    The Battle of Wau was a World War II engagement in early 1943 in which Australian forces successfully defended the strategically vital airfield town of Wau in New Guinea against advancing Japanese troops.
  • C. Battle of Gao
    The Battle of Gao was a key 2013 conflict in the Northern Mali War in which Malian and French-led forces recaptured the strategic city of Gao from Islamist militants.
  • D. Battle of Konna
    The Battle of Konna was a key 2013 clash in central Mali between Islamist militants and Malian–French forces that marked an early turning point in France’s Operation Serval intervention.
  • E. Majuba campaign
    The Majuba campaign was a British military operation during the First Boer War, culminating in the 1881 Battle of Majuba Hill and marked by a decisive Boer victory that led to the restoration of Transvaal self-government.
  • 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.