Triple

T5850021
Position Surface form Disambiguated ID Type / Status
Subject Kosi Bay E130004 entity
Predicate traditionalFishTrapsUsedBy P54152 FINISHED
Object Thonga people E136409 NE FINISHED

How this triple was built (3 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: Thonga people | Statement: [Kosi Bay, traditionalFishTrapsUsedBy, Thonga people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Thonga people
Context triple: [Kosi Bay, traditionalFishTrapsUsedBy, Thonga people]
  • A. Lomwe people
    The Lomwe people are a Bantu ethnic group primarily found in Malawi and Mozambique, known for their distinct language, agricultural traditions, and rich cultural practices.
  • B. Tsonga people chosen
    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.
  • C. Kalanga people
    The Kalanga people are a Bantu-speaking ethnic group primarily found in southwestern Zimbabwe and northeastern Botswana, known for their rich oral traditions, agriculture, and distinctive cultural practices.
  • D. Lekwungen people
    The Lekwungen people are an Indigenous Coast Salish group whose traditional territories encompass what is now Victoria and surrounding areas on southern Vancouver Island in British Columbia, Canada.
  • E. Makhuwa people
    The Makhuwa people are a Bantu ethnic group primarily inhabiting northern Mozambique, known for their distinct language, matrilineal social structures, and agricultural traditions.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: traditionalFishTrapsUsedBy
Context triple: [Kosi Bay, traditionalFishTrapsUsedBy, Thonga people]
  • A. traditionalFishingMethod chosen
    Indicates a relationship where a fishing activity is carried out using long-established, customary techniques passed down through local or ancestral practice.
  • B. fisheryType
    Indicates the specific category or kind of fishery associated with an entity, such as its operational or regulatory classification.
  • C. fishingActivity
    Indicates an activity where an entity engages in catching or attempting to catch fish or other aquatic organisms.
  • D. hasFishingSpecies
    Indicates that a location, body of water, or fishing area supports or contains one or more specific species that can be fished there.
  • E. containsFishery
    Indicates that one entity includes, encompasses, or has within its area a fishery or fishing-related operation.
  • F. None of above.

Provenance (4 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_69c0084de39081909eb34e6bed74215a completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c044ab0a048190b84be40fb13c0f50 completed March 22, 2026, 7:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0bfd6cffc8190b65252f02055e89c completed March 23, 2026, 4:21 a.m.
PD Predicate disambiguation batch_69c03345ca0c819081c81148d054fed2 completed March 22, 2026, 6:21 p.m.
Created at: March 22, 2026, 3:55 p.m.