Triple

T14362381
Position Surface form Disambiguated ID Type / Status
Subject South Mbundu E356136 entity
Predicate region P40 FINISHED
Object Central Angola
Central Angola is a broad inland area of Angola characterized by its plateau landscapes and diverse ethnic groups, including the South Mbundu.
E912639 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: Central Angola | Statement: [South Mbundu, region, Central Angola]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Central Angola
Context triple: [South Mbundu, region, Central Angola]
  • A. western Angola
    Western Angola is the coastal part of Angola along the Atlantic Ocean, encompassing key port cities, diverse ethnic groups, and significant economic activity centered on shipping, fishing, and oil.
  • B. northern Angola
    Northern Angola is a region of Angola that has historically been a center of political and military activity, including major operations during the country’s independence and civil wars.
  • C. Southeastern Angola
    Southeastern Angola is a sparsely populated, resource-rich region of Angola that was a major stronghold and operational base for the UNITA rebel movement during the Angolan Civil War.
  • D. East Angola
    East Angola is a largely rural and sparsely populated region of Angola known for its vast plateaus, dense forests, and significant role in the country’s recent conflict history.
  • E. south-central Democratic Republic of the Congo
    South-central Democratic Republic of the Congo is a region of the country known for being a major cultural and linguistic center, particularly associated with the Tshiluba-speaking population.
  • 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: Central Angola
Triple: [South Mbundu, region, Central Angola]
Generated description
Central Angola is a broad inland area of Angola characterized by its plateau landscapes and diverse ethnic groups, including the South Mbundu.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Central Angola
Target entity description: Central Angola is a broad inland area of Angola characterized by its plateau landscapes and diverse ethnic groups, including the South Mbundu.
  • A. western Angola
    Western Angola is the coastal part of Angola along the Atlantic Ocean, encompassing key port cities, diverse ethnic groups, and significant economic activity centered on shipping, fishing, and oil.
  • B. northern Angola
    Northern Angola is a region of Angola that has historically been a center of political and military activity, including major operations during the country’s independence and civil wars.
  • C. Southeastern Angola
    Southeastern Angola is a sparsely populated, resource-rich region of Angola that was a major stronghold and operational base for the UNITA rebel movement during the Angolan Civil War.
  • D. East Angola chosen
    East Angola is a largely rural and sparsely populated region of Angola known for its vast plateaus, dense forests, and significant role in the country’s recent conflict history.
  • E. south-central Democratic Republic of the Congo
    South-central Democratic Republic of the Congo is a region of the country known for being a major cultural and linguistic center, particularly associated with the Tshiluba-speaking population.
  • 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_69d82790a7e08190877e2d349b2e8d8e completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de8fabec088190bd8128371b29e958 completed April 14, 2026, 7:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd4c4aba788190bd5ab8cbc772dcf1 completed May 8, 2026, 2:36 a.m.
NEDg Description generation batch_69fd4cd74d188190996367ab885c5531 completed May 8, 2026, 2:39 a.m.
NED2 Entity disambiguation (via description) batch_69fd4d5b489081908016e62d4db476ce completed May 8, 2026, 2:41 a.m.
Created at: April 10, 2026, 1:15 a.m.