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.