Triple

T3540373
Position Surface form Disambiguated ID Type / Status
Subject Constitution of Papua New Guinea E74869 entity
Predicate contains P35 FINISHED
Object National Goals and Directive Principles
The National Goals and Directive Principles are the foundational policy and value guidelines in Papua New Guinea’s Constitution that set out the country’s long-term social, economic, and cultural development objectives.
E366828 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 Goals and Directive Principles | Statement: [Constitution of Papua New Guinea, contains, National Goals and Directive Principles]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: National Goals and Directive Principles
Context triple: [Constitution of Papua New Guinea, contains, National Goals and Directive Principles]
  • A. Fundamental Objectives and Directive Principles of State Policy
    The Fundamental Objectives and Directive Principles of State Policy are constitutional guidelines in Nigeria that outline the country’s core political, social, economic, and ethical goals to direct government policies and actions.
  • B. Fundamental Rights and Principles of Policy
    Fundamental Rights and Principles of Policy is a key constitutional part of Pakistan’s 1973 Constitution that sets out citizens’ basic rights and the guiding principles for the state’s governance and policymaking.
  • C. Fundamental Rights and Duties
    Fundamental Rights and Duties is a constitutional chapter that sets out the basic civil liberties guaranteed to citizens alongside the core obligations they owe to the state and society.
  • D. Fundamental Principles of State Policy
    Fundamental Principles of State Policy are the constitutional guidelines in Bangladesh that outline the core political, economic, and social ideals the state must strive to achieve.
  • E. National Reform Programmes
    National Reform Programmes are country-specific policy and reform plans prepared by EU member states to implement and report on their economic and structural reform commitments under the Lisbon Strategy.
  • 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 Goals and Directive Principles
Triple: [Constitution of Papua New Guinea, contains, National Goals and Directive Principles]
Generated description
The National Goals and Directive Principles are the foundational policy and value guidelines in Papua New Guinea’s Constitution that set out the country’s long-term social, economic, and cultural development objectives.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: National Goals and Directive Principles
Target entity description: The National Goals and Directive Principles are the foundational policy and value guidelines in Papua New Guinea’s Constitution that set out the country’s long-term social, economic, and cultural development objectives.
  • A. Fundamental Objectives and Directive Principles of State Policy
    The Fundamental Objectives and Directive Principles of State Policy are constitutional guidelines in Nigeria that outline the country’s core political, social, economic, and ethical goals to direct government policies and actions.
  • B. Fundamental Rights and Principles of Policy
    Fundamental Rights and Principles of Policy is a key constitutional part of Pakistan’s 1973 Constitution that sets out citizens’ basic rights and the guiding principles for the state’s governance and policymaking.
  • C. Fundamental Rights and Duties
    Fundamental Rights and Duties is a constitutional chapter that sets out the basic civil liberties guaranteed to citizens alongside the core obligations they owe to the state and society.
  • D. Fundamental Principles of State Policy
    Fundamental Principles of State Policy are the constitutional guidelines in Bangladesh that outline the core political, economic, and social ideals the state must strive to achieve.
  • E. National Reform Programmes
    National Reform Programmes are country-specific policy and reform plans prepared by EU member states to implement and report on their economic and structural reform commitments under the Lisbon Strategy.
  • 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_69ad85d274cc8190ab59c97298a1cfbf completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adbccbbb5c8190a951754dda5fc642 completed March 8, 2026, 6:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69b38bd7fa3881909fee11cc6f4af7ea completed March 13, 2026, 4 a.m.
NEDg Description generation batch_69b38c9259f881908068961f4eaf11a0 completed March 13, 2026, 4:03 a.m.
NED2 Entity disambiguation (via description) batch_69b38d04eb388190af64f990bac8d140 completed March 13, 2026, 4:05 a.m.
Created at: March 8, 2026, 3:20 p.m.