Triple

T14624938
Position Surface form Disambiguated ID Type / Status
Subject Kafue Flats E343319 entity
Predicate localCommunities P68541 FINISHED
Object Tonga people E150726 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: Tonga people | Statement: [Kafue Flats, localCommunities, Tonga people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tonga people
Context triple: [Kafue Flats, localCommunities, Tonga people]
  • A. Tonga people chosen
    The Tonga people are a Bantu-speaking ethnic group of southern Africa, traditionally living along the Zambezi River in Zambia and Zimbabwe with a distinct language, culture, and history tied to the riverine environment.
  • B. Tongans
    Tongans are a Polynesian ethnic group native to the Kingdom of Tonga in the South Pacific, known for their rich seafaring traditions, hierarchical social structure, and vibrant cultural practices including dance, music, and tapa-making.
  • C. Rarotongan people
    The Rarotongan people are an indigenous Polynesian group from Rarotonga in the Cook Islands, known for their rich seafaring traditions, oral histories, and vibrant cultural practices.
  • D. Tokelauans
    Tokelauans are an indigenous Polynesian people native to the three atolls of Tokelau in the South Pacific, known for their seafaring heritage, communal culture, and Tokelauan language.
  • E. Tuvaluan people
    The Tuvaluan people are a Polynesian ethnic group indigenous to the Pacific island nation of Tuvalu, known for their seafaring heritage, communal culture, and distinct Austronesian language and traditions.
  • 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_69d822dffc3c8190aa173b90761bffda completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb468acc4819083b7e818d5cec809 completed April 14, 2026, 9:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69fda92a6b9c8190bdb220444cfbe34a completed May 8, 2026, 9:13 a.m.
Created at: April 10, 2026, 1:26 a.m.