Triple

T9697678
Position Surface form Disambiguated ID Type / Status
Subject Luo people of Tanzania E234694 entity
Predicate culturalRelation P22474 FINISHED
Object Luo peoples of East Africa E234694 NE FINISHED

How this triple was built (2 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: Luo peoples of East Africa | Statement: [Luo people of Tanzania, culturalRelation, Luo peoples of East Africa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Luo peoples of East Africa
Context triple: [Luo people of Tanzania, culturalRelation, Luo peoples of East Africa]
  • A. Luo people of Kenya
    The Luo people of Kenya are a Nilotic ethnic group primarily inhabiting the region around Lake Victoria, known for their rich oral traditions, fishing and farming livelihoods, and significant influence on Kenyan politics and culture.
  • B. Luo people of Tanzania chosen
    The Luo people of Tanzania are a Nilotic ethnic group primarily residing around the Lake Victoria region, culturally and linguistically related to other Luo communities of East Africa.
  • C. Orma people of Kenya
    The Orma people of Kenya are a Cushitic-speaking pastoralist ethnic group primarily inhabiting the Tana River region, known for their cattle herding traditions and close cultural ties to other Oromo-related communities in the Horn of Africa.
  • D. Wilyakali people
    The Wilyakali people are an Aboriginal Australian group traditionally associated with the arid inland region around Broken Hill in far western New South Wales.
  • E. Lungu people
    The Lungu people are a Bantu ethnic group primarily found in northern Zambia and southwestern Tanzania, known for their shared cultural and linguistic heritage with neighboring groups such as the Mambwe.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69ca84cb580c8190a7e5f4b3bcdaf2a4 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cd9d3c02e0819098d05c68805689f1 completed April 1, 2026, 10:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69d19125d3cc819082b3736d1b4ba802 completed April 4, 2026, 10:31 p.m.
Created at: March 30, 2026, 8:18 p.m.