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.