Triple

T16039649
Position Surface form Disambiguated ID Type / Status
Subject Luvale people E389059 entity
Predicate alsoKnownAs P39 FINISHED
Object Lovale people
The Lovale people are a Bantu ethnic group of south-central Africa, primarily inhabiting northwestern Zambia and eastern Angola, known for their rich oral traditions, matrilineal social structure, and vibrant artistic and ritual practices.
E1346092 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: Lovale people | Statement: [Luvale people, alsoKnownAs, Lovale people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lovale people
Context triple: [Luvale people, alsoKnownAs, Lovale people]
  • A. Negidal people
    The Negidal people are a small Indigenous Tungusic ethnic group of the Russian Far East, traditionally living along the lower Amur River and known for their fishing, hunting, and reindeer-herding culture.
  • B. Saraveca people
    The Saraveca people are an Indigenous group of Brazil traditionally associated with the Paresí–Xingu branch of the Arawakan language family and the cultural region of the upper Xingu.
  • C. Wergaia people
    The Wergaia people are an Aboriginal Australian group whose traditional lands lie in western Victoria, where they maintain rich cultural, linguistic, and spiritual connections to Country.
  • D. Thaua people
    The Thaua people are an Aboriginal Australian group traditionally associated with the coastal region around Twofold Bay in southern New South Wales and are part of the broader Yuin cultural and linguistic community.
  • E. Abaknon people
    The Abaknon people are an indigenous ethnic group of the Philippines, primarily inhabiting Capul Island in Northern Samar and known for their distinct non-Bisayan culture and language.
  • 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: Lovale people
Triple: [Luvale people, alsoKnownAs, Lovale people]
Generated description
The Lovale people are a Bantu ethnic group of south-central Africa, primarily inhabiting northwestern Zambia and eastern Angola, known for their rich oral traditions, matrilineal social structure, and vibrant artistic and ritual practices.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lovale people
Target entity description: The Lovale people are a Bantu ethnic group of south-central Africa, primarily inhabiting northwestern Zambia and eastern Angola, known for their rich oral traditions, matrilineal social structure, and vibrant artistic and ritual practices.
  • A. Negidal people
    The Negidal people are a small Indigenous Tungusic ethnic group of the Russian Far East, traditionally living along the lower Amur River and known for their fishing, hunting, and reindeer-herding culture.
  • B. Saraveca people
    The Saraveca people are an Indigenous group of Brazil traditionally associated with the Paresí–Xingu branch of the Arawakan language family and the cultural region of the upper Xingu.
  • C. Wergaia people
    The Wergaia people are an Aboriginal Australian group whose traditional lands lie in western Victoria, where they maintain rich cultural, linguistic, and spiritual connections to Country.
  • D. Thaua people
    The Thaua people are an Aboriginal Australian group traditionally associated with the coastal region around Twofold Bay in southern New South Wales and are part of the broader Yuin cultural and linguistic community.
  • E. Abaknon people
    The Abaknon people are an indigenous ethnic group of the Philippines, primarily inhabiting Capul Island in Northern Samar and known for their distinct non-Bisayan culture and language.
  • 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_69d86dada3808190825d5f80d72fbe88 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e1833f84188190baa3a452df880284 completed April 17, 2026, 12:47 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05674f1c708190aff7078618067fa6 completed May 14, 2026, 6:10 a.m.
NEDg Description generation batch_6a056d27afe0819092716cd60598ba94 completed May 14, 2026, 6:35 a.m.
NED2 Entity disambiguation (via description) batch_6a056deac2708190b6164b6861956cd9 completed May 14, 2026, 6:38 a.m.
Created at: April 10, 2026, 4:56 a.m.