Triple

T8021850
Position Surface form Disambiguated ID Type / Status
Subject Tripartite Alliance E186756 entity
Predicate associatedWith P37 FINISHED
Object 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.
E707738 NE FINISHED

How this triple was built (4 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: National Development Plan | Statement: [Tripartite Alliance, associatedWith, National Development Plan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: National Development Plan
Context triple: [Tripartite Alliance, associatedWith, National Development Plan]
  • A. National Policy
    National Policy was a late-19th-century Canadian economic program associated with Prime Minister John A. Macdonald that promoted protective tariffs, railway expansion, and western settlement to foster national growth and unity.
  • B. 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.
  • C. Five-sphere Integrated Plan
    The Five-sphere Integrated Plan is a key Chinese Communist Party governance framework that promotes coordinated development across the economic, political, cultural, social, and ecological spheres.
  • D. Five-Year Plans of India
    The Five-Year Plans of India were a series of centralized, government-led economic programs that guided the country’s development priorities and resource allocation over successive five-year periods from 1951 to 2017.
  • E. Twelfth Five-Year Plan of India
    The Twelfth Five-Year Plan of India was the country’s national development blueprint for 2012–2017, focusing on faster, more inclusive, and sustainable economic growth across key sectors.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: National Development Plan
Triple: [Tripartite Alliance, associatedWith, National Development Plan]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: National Development Plan
Target entity description: 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.
  • A. National Policy
    National Policy was a late-19th-century Canadian economic program associated with Prime Minister John A. Macdonald that promoted protective tariffs, railway expansion, and western settlement to foster national growth and unity.
  • B. 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.
  • C. Five-sphere Integrated Plan
    The Five-sphere Integrated Plan is a key Chinese Communist Party governance framework that promotes coordinated development across the economic, political, cultural, social, and ecological spheres.
  • D. Five-Year Plans of India
    The Five-Year Plans of India were a series of centralized, government-led economic programs that guided the country’s development priorities and resource allocation over successive five-year periods from 1951 to 2017.
  • E. Twelfth Five-Year Plan of India
    The Twelfth Five-Year Plan of India was the country’s national development blueprint for 2012–2017, focusing on faster, more inclusive, and sustainable economic growth across key sectors.
  • F. None of above. chosen

Provenance (5 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_69ca82ac7fc081909b1398cf025423af completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3e8eab9c81908098e6b17957316c completed March 31, 2026, 3:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc56cdce588190abba45c24dc7a5e7 completed March 31, 2026, 11:20 p.m.
NEDg Description generation batch_69cc58a9e94081908980e2c60be38642 completed March 31, 2026, 11:28 p.m.
NED2 Entity disambiguation (via description) batch_69cc5cbaefb481909eb325f0d27675c0 completed March 31, 2026, 11:46 p.m.
Created at: March 30, 2026, 5:20 p.m.