Triple

T16055671
Position Surface form Disambiguated ID Type / Status
Subject Front for the Liberation of the Enclave of Cabinda E389472 entity
Predicate targets P860 FINISHED
Object Angolan security forces
Angolan security forces are the state’s military and law-enforcement apparatus responsible for maintaining internal security, public order, and territorial defense in Angola.
E337748 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: Angolan security forces | Statement: [Front for the Liberation of the Enclave of Cabinda, targets, Angolan security forces]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Angolan security forces
Context triple: [Front for the Liberation of the Enclave of Cabinda, targets, Angolan security forces]
  • A. Angolan Armed Forces
    The Angolan Armed Forces are the unified military organization of Angola, responsible for the country's defense and security on land, at sea, and in the air.
  • B. Angolan Army
    The Angolan Army is the land warfare branch of Angola’s military, responsible for ground operations and national defense.
  • C. Armed Forces for the Liberation of Angola
    The Armed Forces for the Liberation of Angola were the military wing of the UNITA movement, fighting primarily against the MPLA-led government during the Angolan Civil War.
  • D. national police of Angola
    The national police of Angola is the country’s primary law enforcement agency responsible for maintaining public order, preventing and investigating crime, and ensuring internal security across Angolan territory.
  • E. Angolan Air Force
    The Angolan Air Force is the aerial warfare branch of Angola’s armed forces, responsible for defending the country’s airspace and providing air support to ground operations.
  • 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: Angolan security forces
Triple: [Front for the Liberation of the Enclave of Cabinda, targets, Angolan security forces]
Generated description
Angolan security forces are the state’s military and law-enforcement apparatus responsible for maintaining internal security, public order, and territorial defense in Angola.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Angolan security forces
Target entity description: Angolan security forces are the state’s military and law-enforcement apparatus responsible for maintaining internal security, public order, and territorial defense in Angola.
  • A. Angolan Armed Forces chosen
    The Angolan Armed Forces are the unified military organization of Angola, responsible for the country's defense and security on land, at sea, and in the air.
  • B. Angolan Army
    The Angolan Army is the land warfare branch of Angola’s military, responsible for ground operations and national defense.
  • C. Armed Forces for the Liberation of Angola
    The Armed Forces for the Liberation of Angola were the military wing of the UNITA movement, fighting primarily against the MPLA-led government during the Angolan Civil War.
  • D. national police of Angola
    The national police of Angola is the country’s primary law enforcement agency responsible for maintaining public order, preventing and investigating crime, and ensuring internal security across Angolan territory.
  • E. Angolan Air Force
    The Angolan Air Force is the aerial warfare branch of Angola’s armed forces, responsible for defending the country’s airspace and providing air support to ground operations.
  • F. None of above.

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_69d86dae698881908327ef2d67706cb9 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e183744eac8190946c12d58496bf61 completed April 17, 2026, 12:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffdbe49bd0819088e25de082184133 completed May 10, 2026, 1:14 a.m.
NEDg Description generation batch_69ffde320f748190b7abf6ad4cc81ed9 completed May 10, 2026, 1:24 a.m.
NED2 Entity disambiguation (via description) batch_69ffdec2dd18819092882485ae2baabe completed May 10, 2026, 1:26 a.m.
Created at: April 10, 2026, 4:56 a.m.