Triple

T15342406
Position Surface form Disambiguated ID Type / Status
Subject National Goals and Directive Principles E366828 entity
Predicate influences P9 FINISHED
Object national development plans of Papua New Guinea
The national development plans of Papua New Guinea are the government’s overarching frameworks for guiding the country’s social, economic, and environmental progress in line with its constitutional vision and long-term national priorities.
E1150953 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 plans of Papua New Guinea | Statement: [National Goals and Directive Principles, influences, national development plans of Papua New Guinea]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: national development plans of Papua New Guinea
Context triple: [National Goals and Directive Principles, influences, national development plans of Papua New Guinea]
  • A. government of Papua New Guinea
    The government of Papua New Guinea is the central authority of the Pacific island nation, responsible for national administration, policymaking, and governance under a constitutional parliamentary democracy.
  • B. Philippine Development Plan
    The Philippine Development Plan is the Philippine government’s medium-term blueprint that outlines the country’s socio-economic development priorities, strategies, and targets.
  • C. Constitution of Papua New Guinea
    The Constitution of Papua New Guinea is the country's supreme legal document that establishes its system of government, fundamental rights, and national principles following independence.
  • D. 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.
  • E. Pacific Islands Development Programme
    The Pacific Islands Development Programme is a regional initiative that supports sustainable development, policy coordination, and capacity-building among Pacific Island countries and territories.
  • 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 plans of Papua New Guinea
Triple: [National Goals and Directive Principles, influences, national development plans of Papua New Guinea]
Generated description
The national development plans of Papua New Guinea are the government’s overarching frameworks for guiding the country’s social, economic, and environmental progress in line with its constitutional vision and long-term national priorities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: national development plans of Papua New Guinea
Target entity description: The national development plans of Papua New Guinea are the government’s overarching frameworks for guiding the country’s social, economic, and environmental progress in line with its constitutional vision and long-term national priorities.
  • A. government of Papua New Guinea
    The government of Papua New Guinea is the central authority of the Pacific island nation, responsible for national administration, policymaking, and governance under a constitutional parliamentary democracy.
  • B. Philippine Development Plan
    The Philippine Development Plan is the Philippine government’s medium-term blueprint that outlines the country’s socio-economic development priorities, strategies, and targets.
  • C. Constitution of Papua New Guinea
    The Constitution of Papua New Guinea is the country's supreme legal document that establishes its system of government, fundamental rights, and national principles following independence.
  • D. 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.
  • E. Pacific Islands Development Programme
    The Pacific Islands Development Programme is a regional initiative that supports sustainable development, policy coordination, and capacity-building among Pacific Island countries and territories.
  • 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_69d85a1355608190a6673ddb67231d54 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03e14d8088190876fceca75d12322 completed April 16, 2026, 1:40 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff01f70e688190bb6a073e49ff968c completed May 9, 2026, 9:44 a.m.
NEDg Description generation batch_69ff02745d1c819099f6261eced78dd0 completed May 9, 2026, 9:46 a.m.
NED2 Entity disambiguation (via description) batch_69ff031d58048190852dae8a18981d35 completed May 9, 2026, 9:49 a.m.
Created at: April 10, 2026, 3:17 a.m.