Triple

T22253498
Position Surface form Disambiguated ID Type / Status
Subject Kingwana dialect E550038 entity
Predicate hasAlternativeName P39 FINISHED
Object Swahili of the Congo
Swahili of the Congo is a regional variety of Swahili spoken primarily in the Democratic Republic of the Congo, characterized by distinctive vocabulary and influences from local languages and colonial history.
E1530280 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: Swahili of the Congo | Statement: [Kingwana dialect, hasAlternativeName, Swahili of the Congo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Swahili of the Congo
Context triple: [Kingwana dialect, hasAlternativeName, Swahili of the Congo]
  • A. Kikongo
    Kikongo is a Bantu language widely spoken in Central Africa, particularly in the western regions of the Democratic Republic of the Congo and neighboring countries.
  • B. Lingala
    Lingala is a Bantu language widely spoken as a lingua franca in the Democratic Republic of the Congo and the Republic of the Congo, especially in urban centers and along the Congo River.
  • C. Kimbundu
    Kimbundu is a major Bantu language spoken primarily in northwestern Angola, especially around the capital Luanda, by the Ambundu people.
  • D. Tumbuka
    Tumbuka is a Bantu language spoken primarily in northern Malawi and parts of Zambia and Tanzania.
  • E. Kaonde language
    The Kaonde language is a Bantu language spoken primarily by the Kaonde people of northwestern Zambia and parts of the Democratic Republic of the Congo.
  • 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: Swahili of the Congo
Triple: [Kingwana dialect, hasAlternativeName, Swahili of the Congo]
Generated description
Swahili of the Congo is a regional variety of Swahili spoken primarily in the Democratic Republic of the Congo, characterized by distinctive vocabulary and influences from local languages and colonial history.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Swahili of the Congo
Target entity description: Swahili of the Congo is a regional variety of Swahili spoken primarily in the Democratic Republic of the Congo, characterized by distinctive vocabulary and influences from local languages and colonial history.
  • A. Kikongo
    Kikongo is a Bantu language widely spoken in Central Africa, particularly in the western regions of the Democratic Republic of the Congo and neighboring countries.
  • B. Lingala
    Lingala is a Bantu language widely spoken as a lingua franca in the Democratic Republic of the Congo and the Republic of the Congo, especially in urban centers and along the Congo River.
  • C. Kimbundu
    Kimbundu is a major Bantu language spoken primarily in northwestern Angola, especially around the capital Luanda, by the Ambundu people.
  • D. Tumbuka
    Tumbuka is a Bantu language spoken primarily in northern Malawi and parts of Zambia and Tanzania.
  • E. Kaonde language
    The Kaonde language is a Bantu language spoken primarily by the Kaonde people of northwestern Zambia and parts of the Democratic Republic of the Congo.
  • 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_69e11e42adb8819087714772ea606709 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f138c0c4f48190a75473a7835014f1 completed April 28, 2026, 10:46 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0acc898b288190977484e0c834d361 completed May 18, 2026, 8:23 a.m.
NEDg Description generation batch_6a0ad05bc5a48190a35c3fcee3142f98 completed May 18, 2026, 8:39 a.m.
NED2 Entity disambiguation (via description) batch_6a0ad0c3750c81909e91f5cdcbb290f8 completed May 18, 2026, 8:41 a.m.
Created at: April 16, 2026, 8:39 p.m.