Triple

T2274230
Position Surface form Disambiguated ID Type / Status
Subject Lozi E50731 entity
Predicate ethnicGroup P194 FINISHED
Object Lozi people
The Lozi people are a Bantu-speaking ethnic group primarily inhabiting western Zambia, known for their centralized monarchy under the Litunga and their annual Kuomboka ceremony marking the Zambezi River’s flood season.
E282344 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: Lozi people | Statement: [Lozi, ethnicGroup, Lozi people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lozi people
Context triple: [Lozi, ethnicGroup, Lozi people]
  • A. Tsonga people
    The Tsonga people are a Bantu ethnic group of southern Africa, primarily found in Mozambique, South Africa, Zimbabwe, and Eswatini, known for their rich musical traditions, distinctive dance, and vibrant cultural heritage.
  • B. Pimbwe people
    The Pimbwe people are an ethnic group of western Tanzania, traditionally living near Lake Rukwa and known for mixed farming, fishing, and distinctive cultural practices.
  • C. Lio people
    The Lio people are an indigenous ethnic group of central Flores in Indonesia, known for their distinct Austronesian language, traditional agriculture, and rich ritual and weaving traditions.
  • D. Pedi people
    The Pedi people are a Bantu-speaking ethnic group of South Africa, primarily found in Limpopo Province, known for their rich chieftaincy traditions, distinctive music and dance, and historical Pedi kingdom.
  • E. Gio people
    The Gio people are an ethnic group primarily found in northeastern Liberia and neighboring Guinea, known for their distinct language, cultural traditions, and significant involvement in Liberia’s modern political and conflict history.
  • 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: Lozi people
Triple: [Lozi, ethnicGroup, Lozi people]
Generated description
The Lozi people are a Bantu-speaking ethnic group primarily inhabiting western Zambia, known for their centralized monarchy under the Litunga and their annual Kuomboka ceremony marking the Zambezi River’s flood season.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lozi people
Target entity description: The Lozi people are a Bantu-speaking ethnic group primarily inhabiting western Zambia, known for their centralized monarchy under the Litunga and their annual Kuomboka ceremony marking the Zambezi River’s flood season.
  • A. Tsonga people
    The Tsonga people are a Bantu ethnic group of southern Africa, primarily found in Mozambique, South Africa, Zimbabwe, and Eswatini, known for their rich musical traditions, distinctive dance, and vibrant cultural heritage.
  • B. Pimbwe people
    The Pimbwe people are an ethnic group of western Tanzania, traditionally living near Lake Rukwa and known for mixed farming, fishing, and distinctive cultural practices.
  • C. Lio people
    The Lio people are an indigenous ethnic group of central Flores in Indonesia, known for their distinct Austronesian language, traditional agriculture, and rich ritual and weaving traditions.
  • D. Pedi people
    The Pedi people are a Bantu-speaking ethnic group of South Africa, primarily found in Limpopo Province, known for their rich chieftaincy traditions, distinctive music and dance, and historical Pedi kingdom.
  • E. Gio people
    The Gio people are an ethnic group primarily found in northeastern Liberia and neighboring Guinea, known for their distinct language, cultural traditions, and significant involvement in Liberia’s modern political and conflict history.
  • 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_69a88b05910c8190a9a2b1ff230c85f9 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abc1ea6cc88190982527774223127f completed March 7, 2026, 6:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69af835a10c081909b77315dd83a875b completed March 10, 2026, 2:35 a.m.
NEDg Description generation batch_69af8653a63081908a8a5a5e67619a2d completed March 10, 2026, 2:47 a.m.
NED2 Entity disambiguation (via description) batch_69af86b4cef48190b0f6bef591629b94 completed March 10, 2026, 2:49 a.m.
Created at: March 4, 2026, 7:48 p.m.