Triple

T20753904
Position Surface form Disambiguated ID Type / Status
Subject Bumiputera E510799 entity
Predicate associatedWithPolicy P1051 FINISHED
Object New Development Policy — 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: New Development Policy | Statement: [Bumiputera, associatedWithPolicy, New Development Policy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: New Development Policy
Context triple: [Bumiputera, associatedWithPolicy, New Development Policy]
  • A. New Urban Agenda
    The New Urban Agenda is a United Nations framework adopted at Habitat III that guides sustainable urban development and inclusive, resilient city planning worldwide.
  • B. National Development Plan
    The National Development Plan is South Africa’s long-term strategic framework aimed at eliminating poverty and reducing inequality through inclusive economic growth and social development.
  • C. National Development Complex
    The National Development Complex is a Pakistani defense and aerospace organization responsible for developing strategic missile systems and other advanced military technologies.
  • D. National Transformation Program
    The National Transformation Program is a key Saudi government initiative aimed at diversifying the economy, improving public sector efficiency, and enhancing quality of life as part of the broader Vision 2030 reform agenda.
  • E. Clinton Development Initiative
    The Clinton Development Initiative is a program of the Clinton Foundation that focuses on fostering sustainable economic growth and improving livelihoods in developing countries, particularly through agricultural and community development projects.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: New Development Policy
Target entity description: The New Development Policy is a Malaysian government framework introduced in the 1990s to promote economic growth while restructuring society and enhancing the socioeconomic position of Bumiputera communities.
  • A. New Urban Agenda
    The New Urban Agenda is a United Nations framework adopted at Habitat III that guides sustainable urban development and inclusive, resilient city planning worldwide.
  • B. National Development Plan
    The National Development Plan is South Africa’s long-term strategic framework aimed at eliminating poverty and reducing inequality through inclusive economic growth and social development.
  • C. National Development Complex
    The National Development Complex is a Pakistani defense and aerospace organization responsible for developing strategic missile systems and other advanced military technologies.
  • D. National Transformation Program
    The National Transformation Program is a key Saudi government initiative aimed at diversifying the economy, improving public sector efficiency, and enhancing quality of life as part of the broader Vision 2030 reform agenda.
  • E. Clinton Development Initiative
    The Clinton Development Initiative is a program of the Clinton Foundation that focuses on fostering sustainable economic growth and improving livelihoods in developing countries, particularly through agricultural and community development projects.
  • F. None of above. chosen

Provenance (2 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_69e0b4c909ec8190b05987f1639513f6 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c22d0ebc8190b17077326f540f98 completed April 21, 2026, 12:17 a.m.
Created at: April 16, 2026, 12:34 p.m.