Triple

T16339783
Position Surface form Disambiguated ID Type / Status
Subject Freedom and Development E396765 entity
Predicate describesPolicy P9375 FINISHED
Object Ujamaa villagization 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 villagization | Statement: [Freedom and Development, describesPolicy, Ujamaa villagization]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ujamaa villagization
Context triple: [Freedom and Development, describesPolicy, Ujamaa villagization]
  • 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. Ujima
    Ujima is one of the seven principles of Kwanzaa, emphasizing collective work and responsibility within the community.
  • C. Ujamaa: Essays on Socialism
    Ujamaa: Essays on Socialism is a collection of writings by Julius Nyerere outlining his vision of African socialism and the philosophical foundations of Tanzania’s postcolonial development policies.
  • D. Murambi community
    The Murambi community is a local population in the Mutare area of Zimbabwe characterized by a predominantly Christian religious identity.
  • E. Kipsigis community
    The Kipsigis community is a Kalenjin-speaking ethnic group primarily inhabiting Kenya’s Rift Valley, known for their agro-pastoral lifestyle, rich oral traditions, and age-set social organization.
  • 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: describesPolicy
Context triple: [Freedom and Development, describesPolicy, Ujamaa villagization]
  • A. explainsPolicy chosen
    Indicates that one entity provides a clarification or detailed description of a policy to another entity.
  • B. 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.
  • C. establishedPolicy
    Indicates that a policy has been formally created, adopted, and put into effect as a guiding rule or standard.
  • D. dataPolicy
    Indicates that one entity defines or governs how data related to another entity is collected, used, stored, or shared.
  • E. usagePolicy
    Indicates the rules or conditions governing how something may be used or accessed.
  • 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_69d87f26864c819088365ca381a003c2 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e2da08fbc88190a31127d10ca633d6 completed April 18, 2026, 1:10 a.m.
NED1 Entity disambiguation (via context triple) batch_6a004f3f93348190b835218ae42f3463 completed May 10, 2026, 9:26 a.m.
PD Predicate disambiguation batch_69e226eba9b48190af6e80d3d1c2aed3 completed April 17, 2026, 12:26 p.m.
Created at: April 10, 2026, 5:07 a.m.