Triple

T7998863
Position Surface form Disambiguated ID Type / Status
Subject African socialism E186193 entity
Predicate corePolicyIn P11690 FINISHED
Object Ujamaa in Tanzania E396760 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: Ujamaa in Tanzania | Statement: [African socialism, corePolicyIn, Ujamaa in Tanzania]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ujamaa in Tanzania
Context triple: [African socialism, corePolicyIn, Ujamaa in Tanzania]
  • A. Ujamaa chosen
    Ujamaa is a form of African socialism developed and implemented in Tanzania under Julius Nyerere, emphasizing communal ownership, self-reliance, and rural cooperative living.
  • B. The Land of a Thousand Hills
    The Land of a Thousand Hills is a poetic nickname commonly used to refer to Rwanda, highlighting its famously rolling, hilly landscape.
  • C. Arusha, Tanzania
    Arusha, Tanzania is a major city in northern Tanzania known as a diplomatic hub and gateway to popular safari destinations and Mount Kilimanjaro.
  • D. Tanganyika Province
    Tanganyika Province is an administrative region in the southeastern Democratic Republic of the Congo, located along the western shore of Lake Tanganyika and known for its diverse ethnic communities and natural resources.
  • E. Kasindi
    Kasindi is a border town in eastern Democratic Republic of the Congo, located near Uganda and serving as an important regional trade and transport hub.
  • 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: corePolicyIn
Context triple: [African socialism, corePolicyIn, Ujamaa in Tanzania]
  • A. governingPolicy
    Indicates that one entity serves as the authoritative policy or set of rules that directs, constrains, or regulates the behavior, operation, or decisions of another entity.
  • B. majorPolicy
    Indicates a relationship where a policy is classified as a primary or highly significant guiding rule or course of action within a system or organization.
  • C. implementedPolicy
    Indicates that a particular policy has been put into effect or carried out by an entity.
  • D. analyzesPolicy
    Indicates that an entity examines, evaluates, or studies a policy to understand its implications, effectiveness, or impact.
  • E. policyContext chosen
    Indicates the situational or regulatory framework within which a policy is defined, interpreted, or applied.
  • 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_69ca82aaaf24819084b94d18f699ba53 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3c9a12788190a5607a538f4e07c1 completed March 31, 2026, 3:16 a.m.
NED1 Entity disambiguation (via context triple) batch_69cbe114372c819086f06e184d5ebde2 completed March 31, 2026, 2:58 p.m.
PD Predicate disambiguation batch_69cb0483d3b48190b250c7603d747bca completed March 30, 2026, 11:17 p.m.
Created at: March 30, 2026, 5:17 p.m.