Triple

T7994229
Position Surface form Disambiguated ID Type / Status
Subject Bantu peoples E186082 entity
Predicate historicalProcess P11492 FINISHED
Object Bantu expansion E645175 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: Bantu expansion | Statement: [Bantu peoples, historicalProcess, Bantu expansion]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bantu expansion
Context triple: [Bantu peoples, historicalProcess, Bantu expansion]
  • A. Bantu expansion chosen
    The Bantu expansion was a major series of migrations by Bantu-speaking peoples across sub-Saharan Africa that spread related languages, ironworking, and agricultural practices over much of the continent.
  • B. Austronesian expansion
    The Austronesian expansion was a major prehistoric maritime migration in which seafaring peoples from Taiwan and Island Southeast Asia spread across the Pacific and Indian Oceans, settling vast areas from Madagascar to Polynesia and profoundly shaping the linguistic and cultural landscape of these regions.
  • C. Eastern Bantu
    Eastern Bantu is a major subgroup of the Bantu languages spoken primarily in eastern and parts of central and southern Africa, encompassing numerous related languages and dialects.
  • D. Central Bantu
    Central Bantu refers to a major subgroup of Bantu languages spoken primarily in central Africa, closely related linguistically and historically to the Southern Bantu languages.
  • E. Bantu peoples
    The Bantu peoples are a large, diverse group of African ethnic communities spread across central, eastern, and southern Africa who speak related Bantu languages and share historical and cultural ties.
  • 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_69ca829c6c308190ab05b43d234c52b2 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3c73ba388190bcedc29fbdd22f3c completed March 31, 2026, 3:16 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc568ac4e88190b63b4d57c3bd3205 completed March 31, 2026, 11:19 p.m.
Created at: March 30, 2026, 5:16 p.m.