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.