Triple

T19609410
Position Surface form Disambiguated ID Type / Status
Subject Eastern Province, Zambia E470689 entity
Predicate bordersZambianProvince P32798 FINISHED
Object Central Province, Zambia NE NERFINISHED

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: Central Province, Zambia | Statement: [Eastern Province, Zambia, bordersZambianProvince, Central Province, Zambia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Central Province, Zambia
Context triple: [Eastern Province, Zambia, bordersZambianProvince, Central Province, Zambia]
  • A. Central Province, Zambia chosen
    Central Province, Zambia is an inland administrative region in central Zambia known for its mix of agricultural areas, mining activities, and major wildlife attractions such as Kafue National Park.
  • B. Southern Province, Zambia
    Southern Province, Zambia is a region in southern Zambia known for its tourism hub Livingstone and its proximity to Victoria Falls on the Zambezi River.
  • C. Northern Province, Zambia
    Northern Province, Zambia is a largely rural region in the north of Zambia known for its lakeside towns, including the port of Mpulungu on Lake Tanganyika, and its significant natural and cultural heritage.
  • D. Copperbelt Province of Zambia
    Copperbelt Province of Zambia is a mineral-rich region in northern Zambia that serves as the country’s primary copper-mining hub and a major center of industrial and urban development.
  • E. Western Province, Zambia
    Western Province, Zambia is a largely rural region in western Zambia known for its vast floodplains, traditional Lozi culture, and proximity to major wildlife areas such as Kafue National Park.
  • 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: bordersZambianProvince
Context triple: [Eastern Province, Zambia, bordersZambianProvince, Central Province, Zambia]
  • A. bordersVenezuelanState
    Indicates that one entity shares a land or maritime boundary with a state within Venezuela.
  • B. bordersVia
    Indicates that two entities share a boundary or border that is specifically established, defined, or mediated through a particular intermediate feature, route, or medium.
  • C. provinceBordering chosen
    Indicates that two provinces share a common boundary or border with each other.
  • D. bordersNation
    Indicates that one nation shares a land or maritime boundary with another nation.
  • E. bordersAdministrativeRegionOfNepal
    Indicates that one administrative region of Nepal shares a common boundary with another administrative region of Nepal.
  • F. None of above.

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_69d8e510fa248190b7afb274a1d4cf73 completed April 10, 2026, 11:54 a.m.
NER Named-entity recognition batch_69e640ca57a081909c05000fca52271f completed April 20, 2026, 3:05 p.m.
PD Predicate disambiguation batch_69e514e166dc8190a0f147e0b4c8bbe7 completed April 19, 2026, 5:46 p.m.
Created at: April 10, 2026, 1:43 p.m.