Triple

T1488536
Position Surface form Disambiguated ID Type / Status
Subject Angola Current E29523 entity
Predicate contributesTo P477 FINISHED
Object Angola–Benguela Front
The Angola–Benguela Front is a major oceanographic boundary off southwestern Africa where warm tropical waters meet cooler upwelling currents, creating a highly productive and dynamic marine ecosystem.
E170964 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: Angola–Benguela Front | Statement: [Angola Current, contributesTo, Angola–Benguela Front]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Angola–Benguela Front
Context triple: [Angola Current, contributesTo, Angola–Benguela Front]
  • A. Angolan Civil War
    The Angolan Civil War was a protracted Cold War–era conflict in Angola (1975–2002) involving rival liberation movements and extensive foreign intervention, including Cuban, Soviet, South African, and U.S. support to opposing sides.
  • B. Battle of Gabon
    The Battle of Gabon was a 1940 World War II campaign in French Equatorial Africa in which Free French and Allied forces seized control of Vichy-held Gabon, consolidating Free French authority in central Africa.
  • C. Luso-Brazilian War
    The Luso-Brazilian War was a 19th-century military conflict between Portugal and Brazil that helped determine Brazil’s path from colony to independent empire.
  • D. South-West Africa Campaign
    The South-West Africa Campaign was a World War I military operation in which South African forces invaded and defeated German colonial rule in present-day Namibia.
  • E. Portuguese Colonial War
    The Portuguese Colonial War was a series of armed conflicts from 1961 to 1974 between Portugal and independence movements in its African colonies, which ultimately led to the end of the Portuguese Empire.
  • 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: [Angola Current, contributesTo, Angola–Benguela Front]
Generated description
The Angola–Benguela Front is a major oceanographic boundary off southwestern Africa where warm tropical waters meet cooler upwelling currents, creating a highly productive and dynamic marine ecosystem.
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 meet cooler upwelling currents, creating a highly productive and dynamic marine ecosystem.
  • A. Angolan Civil War
    The Angolan Civil War was a protracted Cold War–era conflict in Angola (1975–2002) involving rival liberation movements and extensive foreign intervention, including Cuban, Soviet, South African, and U.S. support to opposing sides.
  • B. Battle of Gabon
    The Battle of Gabon was a 1940 World War II campaign in French Equatorial Africa in which Free French and Allied forces seized control of Vichy-held Gabon, consolidating Free French authority in central Africa.
  • C. Luso-Brazilian War
    The Luso-Brazilian War was a 19th-century military conflict between Portugal and Brazil that helped determine Brazil’s path from colony to independent empire.
  • D. South-West Africa Campaign
    The South-West Africa Campaign was a World War I military operation in which South African forces invaded and defeated German colonial rule in present-day Namibia.
  • E. Portuguese Colonial War
    The Portuguese Colonial War was a series of armed conflicts from 1961 to 1974 between Portugal and independence movements in its African colonies, which ultimately led to the end of the Portuguese Empire.
  • 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_69a498da82e08190ba833330d05f380f completed March 1, 2026, 7:51 p.m.
NER Named-entity recognition batch_69a4c6a44efc819084254614d8ea4669 completed March 1, 2026, 11:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad1ca7804c8190b6818ff344908028 completed March 8, 2026, 6:52 a.m.
NEDg Description generation batch_69ad1cfdd8788190b3c9f6e0d49ec350 completed March 8, 2026, 6:53 a.m.
NED2 Entity disambiguation (via description) batch_69ad1d75f4f8819090c397a4b2d3f839 completed March 8, 2026, 6:55 a.m.
Created at: March 1, 2026, 8:12 p.m.