Triple

T227312
Position Surface form Disambiguated ID Type / Status
Subject Benguela Current E4338 entity
Predicate extendsToward P1673 FINISHED
Object Angola-Benguela Front
The Angola-Benguela Front is a major oceanographic boundary off southwestern Africa where warm tropical waters from the north meet cold upwelling waters from the Benguela Current, creating a highly productive and dynamic marine zone.
E12616 NE FINISHED

How this triple was built (5 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: Angola-Benguela Front | Statement: [Benguela Current, extendsToward, Angola-Benguela Front]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Angola-Benguela Front
Context triple: [Benguela Current, extendsToward, Angola-Benguela Front]
  • A. People's Security Army
    The People's Security Army was an early Indonesian military force that played a key role in fighting for Indonesia's independence during the Indonesian National Revolution.
  • B. 26th of July Movement
    The 26th of July Movement was a Cuban revolutionary organization led by Fidel Castro that spearheaded the overthrow of dictator Fulgencio Batista and paved the way for the establishment of a socialist state in Cuba.
  • C. National Revolutionary Army
    The National Revolutionary Army was the military arm of China’s Kuomintang government, serving as the main Chinese force in major conflicts such as the Second Sino-Japanese War.
  • D. Angola
    Angola is a resource-rich country on Africa’s southwest coast, known for its oil and diamond industries and its history of a long civil war following independence.
  • E. Portuguese Armed Forces
    The Portuguese Armed Forces are the unified military organization of Portugal, historically notable for their central role in the 1974 Carnation Revolution that ended the Estado Novo dictatorship.
  • 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: Angola-Benguela Front
Triple: [Benguela Current, extendsToward, Angola-Benguela Front]
Generated description
The Angola-Benguela Front is a major oceanographic boundary off southwestern Africa where warm tropical waters from the north meet cold upwelling waters from the Benguela Current, creating a highly productive and dynamic marine zone.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Angola-Benguela Front
Target entity description: The Angola-Benguela Front is a major oceanographic boundary off southwestern Africa where warm tropical waters from the north meet cold upwelling waters from the Benguela Current, creating a highly productive and dynamic marine zone.
  • A. People's Security Army
    The People's Security Army was an early Indonesian military force that played a key role in fighting for Indonesia's independence during the Indonesian National Revolution.
  • B. 26th of July Movement
    The 26th of July Movement was a Cuban revolutionary organization led by Fidel Castro that spearheaded the overthrow of dictator Fulgencio Batista and paved the way for the establishment of a socialist state in Cuba.
  • C. National Revolutionary Army
    The National Revolutionary Army was the military arm of China’s Kuomintang government, serving as the main Chinese force in major conflicts such as the Second Sino-Japanese War.
  • D. Angola chosen
    Angola is a resource-rich country on Africa’s southwest coast, known for its oil and diamond industries and its history of a long civil war following independence.
  • E. Portuguese Armed Forces
    The Portuguese Armed Forces are the unified military organization of Portugal, historically notable for their central role in the 1974 Carnation Revolution that ended the Estado Novo dictatorship.
  • F. None of above.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: extendsToward
Context triple: [Benguela Current, extendsToward, Angola-Benguela Front]
  • A. extendsTo chosen
    Indicates that one entity reaches, stretches, or continues its scope, influence, or coverage up to or into another entity.
  • B. mayExtendTo
    Indicates that something has the potential or permission to reach, continue, or be applied up to a specified limit, scope, or boundary.
  • C. expandedBy
    Indicates that one entity increases, elaborates, or builds upon the scope, detail, or extent of another entity.
  • D. expandedAfter
    Indicates that one entity increases in size, scope, or extent after another specified event or point in time.
  • E. elevatedTo
    Indicates that one entity is promoted or raised to a higher rank, status, position, or level relative to another.
  • F. None of above.

Provenance (6 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_69a257363ffc81909757bde7ab3404da completed Feb. 28, 2026, 2:47 a.m.
NER Named-entity recognition batch_69a25d10ac248190a98dedabf5358668 completed Feb. 28, 2026, 3:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69a3587c52c08190b7e228c9ef9dbca4 completed Feb. 28, 2026, 9:05 p.m.
NEDg Description generation batch_69a359096cac8190a9987591f62b3c00 completed Feb. 28, 2026, 9:07 p.m.
NED2 Entity disambiguation (via description) batch_69a3594da03481909e5f7021708409dd completed Feb. 28, 2026, 9:08 p.m.
PD Predicate disambiguation batch_69a25b5877588190af694d060377f027 completed Feb. 28, 2026, 3:04 a.m.
Created at: Feb. 28, 2026, 2:53 a.m.