Triple

T14713593
Position Surface form Disambiguated ID Type / Status
Subject Luangwa Valley E345617 entity
Predicate isMajorTourismDestinationOf P56676 FINISHED
Object Zambia E18189 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: Zambia | Statement: [Luangwa Valley, isMajorTourismDestinationOf, Zambia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Zambia
Context triple: [Luangwa Valley, isMajorTourismDestinationOf, Zambia]
  • A. Zambia chosen
    Zambia is a landlocked country in south-central Africa known for the Victoria Falls on the Zambezi River, diverse wildlife, and copper-rich economy.
  • B. Zambia and Zimbabwe
    Zambia and Zimbabwe are neighboring landlocked countries in southern Africa that share the famous Victoria Falls along their common border.
  • C. Zimbabwe
    Zimbabwe is a landlocked country in southern Africa known for its dramatic landscapes, diverse wildlife, and historical sites such as Victoria Falls and the Great Zimbabwe ruins.
  • D. Botswana and Zambia
    Botswana and Zambia are neighboring Southern African countries known for their rich wildlife, major river systems, and shared conservation areas such as the Kavango–Zambezi Transfrontier Conservation Area.
  • E. Malawi
    Malawi is a landlocked country in southeastern Africa known for Lake Malawi, its predominantly agricultural economy, and membership in regional and international organizations including the Commonwealth.
  • 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: isMajorTourismDestinationOf
Context triple: [Luangwa Valley, isMajorTourismDestinationOf, Zambia]
  • A. areMajorTouristDestinations chosen
    Indicates that the referenced places are widely recognized and frequently visited as primary tourist destinations.
  • B. majorTouristDestinationSince
    Indicates that a place has been widely recognized and frequented as a major tourist destination starting from a specified point in time.
  • C. alsoAttractsTouristsIn
    Indicates that a place, in addition to another, draws or appeals to tourists within a specified location or context.
  • D. isTouristDestination
    Indicates that a place is recognized as a location people commonly visit for leisure, sightseeing, or travel.
  • E. notableDiasporaDestination
    Indicates that a place is a significant destination or center for the diaspora of a particular group or population.
  • 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_69d822e4a8c08190a155df736bb7bc13 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb982bf248190881e21a8a0861a3f completed April 14, 2026, 10:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69fdf072a46481909287ef89f226270e completed May 8, 2026, 2:17 p.m.
PD Predicate disambiguation batch_69de657c57ec8190ae0b9bb79a514566 completed April 14, 2026, 4:04 p.m.
Created at: April 10, 2026, 1:29 a.m.