Triple

T16601971
Position Surface form Disambiguated ID Type / Status
Subject Kwadi E403350 entity
Predicate region P40 FINISHED
Object southwestern Angola
Southwestern Angola is a sparsely populated, semi-arid region of Angola characterized by its desert and savanna landscapes and home to several indigenous ethnic groups and languages.
E1222694 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: southwestern Angola | Statement: [Kwadi, region, southwestern Angola]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: southwestern Angola
Context triple: [Kwadi, region, southwestern Angola]
  • A. Southern Angola
    Southern Angola is a broad geographic area in the southern part of Angola characterized by diverse ethnic groups, including the South Mbundu, and a mix of savanna, plateau, and semi-arid landscapes.
  • 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. 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.
  • 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: southwestern Angola
Triple: [Kwadi, region, southwestern Angola]
Generated description
Southwestern Angola is a sparsely populated, semi-arid region of Angola characterized by its desert and savanna landscapes and home to several indigenous ethnic groups and languages.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: southwestern Angola
Target entity description: Southwestern Angola is a sparsely populated, semi-arid region of Angola characterized by its desert and savanna landscapes and home to several indigenous ethnic groups and languages.
  • A. Southern Angola
    Southern Angola is a broad geographic area in the southern part of Angola characterized by diverse ethnic groups, including the South Mbundu, and a mix of savanna, plateau, and semi-arid landscapes.
  • 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. 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.
  • 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_69d883880d0c81908b5fcd454e767b60 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e35d770a048190be42180b03efba0b completed April 18, 2026, 10:31 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0075a48c088190b6585e42dcd73705 completed May 10, 2026, 12:10 p.m.
NEDg Description generation batch_6a0076468d588190972639d0a22f0e3e completed May 10, 2026, 12:12 p.m.
NED2 Entity disambiguation (via description) batch_6a007728680c819082a3bd7e84edb2b0 completed May 10, 2026, 12:16 p.m.
Created at: April 10, 2026, 5:17 a.m.