Triple

T6974841
Position Surface form Disambiguated ID Type / Status
Subject Government of Zambia E161690 entity
Predicate memberOf P10 FINISHED
Object Southern African Development Community (through the state of Zambia) E8618 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: Southern African Development Community (through the state of Zambia) | Statement: [Government of Zambia, memberOf, Southern African Development Community (through the state of Zambia)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Southern African Development Community (through the state of Zambia)
Context triple: [Government of Zambia, memberOf, Southern African Development Community (through the state of Zambia)]
  • A. Southern African Development Community chosen
    The Southern African Development Community (SADC) is a regional intergovernmental organization that promotes economic integration, political cooperation, and development among countries in Southern Africa.
  • B. SADC Secretariat
    The SADC Secretariat is the executive administrative arm of the Southern African Development Community responsible for implementing regional policies, programs, and decisions of member states.
  • C. Government of Zambia
    The Government of Zambia is the central authority that administers and oversees the Republic of Zambia’s national affairs, laws, and public policies.
  • D. Tanzania and Zambia
    Tanzania and Zambia are neighboring countries in East and Southern Africa that share a long land and lake border, including part of the shoreline of Lake Tanganyika.
  • E. Zambezi Watercourse Commission
    The Zambezi Watercourse Commission is a regional intergovernmental body that coordinates the sustainable management and development of the Zambezi River’s shared water resources among its riparian states.
  • 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_69c68854a0d88190bc0bf82263f1afce completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6db3bda908190a10a91dc8d043ef1 completed March 27, 2026, 7:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69c761a6bbdc81908c96871f151db279 completed March 28, 2026, 5:05 a.m.
Created at: March 27, 2026, 2:31 p.m.