Triple

T4695554
Position Surface form Disambiguated ID Type / Status
Subject United Nations Operation in the Congo E104131 entity
Predicate notableEvent P259 FINISHED
Object Niemba ambush
The Niemba ambush was a 1960 attack in the Congo in which Irish UN peacekeepers were killed by Baluba tribesmen, marking one of the earliest and deadliest incidents for United Nations forces during the Congo Crisis.
E460184 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: Niemba ambush | Statement: [United Nations Operation in the Congo, notableEvent, Niemba ambush]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Niemba ambush
Context triple: [United Nations Operation in the Congo, notableEvent, Niemba ambush]
  • A. Shangani Patrol incident
    The Shangani Patrol incident was a famous 1893 battle in which a small British South Africa Company patrol was annihilated while pursuing King Lobengula during the First Matabele War in present-day Zimbabwe.
  • B. Baga massacre
    The Baga massacre was a 2015 attack in northeastern Nigeria in which Boko Haram militants killed hundreds of civilians and destroyed large parts of the town of Baga.
  • C. Battle of Kajaki
    The Battle of Kajaki was a significant engagement during the War in Afghanistan in which British and coalition forces fought to secure the strategically important Kajaki Dam area from Taliban insurgents.
  • D. Laha massacre
    The Laha massacre was a World War II war crime in which Japanese forces executed hundreds of Australian and Dutch prisoners of war on Ambon Island in 1942.
  • E. 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.
  • 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: Niemba ambush
Triple: [United Nations Operation in the Congo, notableEvent, Niemba ambush]
Generated description
The Niemba ambush was a 1960 attack in the Congo in which Irish UN peacekeepers were killed by Baluba tribesmen, marking one of the earliest and deadliest incidents for United Nations forces during the Congo Crisis.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Niemba ambush
Target entity description: The Niemba ambush was a 1960 attack in the Congo in which Irish UN peacekeepers were killed by Baluba tribesmen, marking one of the earliest and deadliest incidents for United Nations forces during the Congo Crisis.
  • A. Shangani Patrol incident
    The Shangani Patrol incident was a famous 1893 battle in which a small British South Africa Company patrol was annihilated while pursuing King Lobengula during the First Matabele War in present-day Zimbabwe.
  • B. Baga massacre
    The Baga massacre was a 2015 attack in northeastern Nigeria in which Boko Haram militants killed hundreds of civilians and destroyed large parts of the town of Baga.
  • C. Battle of Kajaki
    The Battle of Kajaki was a significant engagement during the War in Afghanistan in which British and coalition forces fought to secure the strategically important Kajaki Dam area from Taliban insurgents.
  • D. Laha massacre
    The Laha massacre was a World War II war crime in which Japanese forces executed hundreds of Australian and Dutch prisoners of war on Ambon Island in 1942.
  • E. 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.
  • 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_69bd43df91f481908e9add1b617b60ef completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd63b1cee481908a8fb5eeb359cc00 completed March 20, 2026, 3:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69be03c3e6f48190b2f61de26192f5c4 completed March 21, 2026, 2:34 a.m.
NEDg Description generation batch_69be048d53d08190a72fb6d2e788e3c9 completed March 21, 2026, 2:38 a.m.
NED2 Entity disambiguation (via description) batch_69be052cc8748190ab17bf87597121f0 completed March 21, 2026, 2:40 a.m.
Created at: March 20, 2026, 1:17 p.m.