Triple

T20072258
Position Surface form Disambiguated ID Type / Status
Subject Banyamulenge E499767 entity
Predicate primaryLanguage P238 FINISHED
Object Kinyamulenge
Kinyamulenge is a Bantu language variety closely related to Kinyarwanda and Kirundi, spoken primarily by the Banyamulenge community in the eastern Democratic Republic of the Congo.
E1409751 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: Kinyamulenge | Statement: [Banyamulenge, primaryLanguage, Kinyamulenge]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kinyamulenge
Context triple: [Banyamulenge, primaryLanguage, Kinyamulenge]
  • A. Banyamulenge
    The Banyamulenge are a Tutsi-speaking ethnic community primarily residing in the high plateaus of eastern Democratic Republic of the Congo, known for their complex history of migration, identity, and involvement in regional conflicts in the Great Lakes region.
  • B. Nalikwanda
    Nalikwanda is the grand royal barge of the Lozi king in Zambia, famed for its striking black-and-white design and central role in the annual Kuomboka ceremony.
  • C. Kilembe
    Kilembe is a town in western Uganda that serves as a common starting point for treks to the Rwenzori Mountains, including ascents of Margherita Peak.
  • D. Nabulungi
    Nabulungi is a central character in the musical "The Book of Mormon," a hopeful and idealistic young Ugandan woman who becomes a key follower of the missionaries’ teachings.
  • E. Murombedzi
    Murombedzi is a small town in northern Zimbabwe that serves as a local commercial and administrative center for the surrounding rural areas of Mashonaland West Province.
  • 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: Kinyamulenge
Triple: [Banyamulenge, primaryLanguage, Kinyamulenge]
Generated description
Kinyamulenge is a Bantu language variety closely related to Kinyarwanda and Kirundi, spoken primarily by the Banyamulenge community in the eastern Democratic Republic of the Congo.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kinyamulenge
Target entity description: Kinyamulenge is a Bantu language variety closely related to Kinyarwanda and Kirundi, spoken primarily by the Banyamulenge community in the eastern Democratic Republic of the Congo.
  • A. Banyamulenge
    The Banyamulenge are a Tutsi-speaking ethnic community primarily residing in the high plateaus of eastern Democratic Republic of the Congo, known for their complex history of migration, identity, and involvement in regional conflicts in the Great Lakes region.
  • B. Nalikwanda
    Nalikwanda is the grand royal barge of the Lozi king in Zambia, famed for its striking black-and-white design and central role in the annual Kuomboka ceremony.
  • C. Kilembe
    Kilembe is a town in western Uganda that serves as a common starting point for treks to the Rwenzori Mountains, including ascents of Margherita Peak.
  • D. Nabulungi
    Nabulungi is a central character in the musical "The Book of Mormon," a hopeful and idealistic young Ugandan woman who becomes a key follower of the missionaries’ teachings.
  • E. Murombedzi
    Murombedzi is a small town in northern Zimbabwe that serves as a local commercial and administrative center for the surrounding rural areas of Mashonaland West Province.
  • 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_69da627770948190997f486f9a2e370f completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e66438633481908710907c48806499 completed April 20, 2026, 5:36 p.m.
NED1 Entity disambiguation (via context triple) batch_6a081f3f57948190885bf1e6c50e32d5 completed May 16, 2026, 7:39 a.m.
NEDg Description generation batch_6a08204234a48190b9f9a1907e9eddf6 completed May 16, 2026, 7:44 a.m.
NED2 Entity disambiguation (via description) batch_6a082112e7bc8190a10cdee4571d053a completed May 16, 2026, 7:47 a.m.
Created at: April 11, 2026, 3:40 p.m.