Triple
T6327158
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Government of Saudi Arabia |
E141888
|
entity |
| Predicate | nationalVisionPlan |
P65204
|
FINISHED |
| Object | Saudi Vision 2030 |
E42282
|
NE FINISHED |
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: Saudi Vision 2030 | Statement: [Government of Saudi Arabia, nationalVisionPlan, Saudi Vision 2030]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Saudi Vision 2030 Context triple: [Government of Saudi Arabia, nationalVisionPlan, Saudi Vision 2030]
-
A.
Saudi Vision 2030
chosen
Saudi Vision 2030 is Saudi Arabia’s long-term national transformation program aimed at diversifying its oil-dependent economy, modernizing society, and expanding private-sector and non-oil industries by the year 2030.
-
B.
Arabian Gulf Development
Arabian Gulf Development is a company that provides commercial sponsorship and support to major football competitions in the United Arab Emirates.
-
C.
Arab Gulf Programme for Development
The Arab Gulf Programme for Development (AGFUND) is a regional philanthropic organization that supports sustainable human development initiatives, particularly in education, health, and poverty alleviation, across developing countries.
-
D.
Dubai 2040 Urban Master Plan
The Dubai 2040 Urban Master Plan is a long-term strategic blueprint guiding Dubai’s sustainable urban growth, land use, and infrastructure development through the year 2040.
-
E.
Agenda 2063
Agenda 2063 is the African Union’s long-term strategic framework for transforming Africa into a prosperous, integrated, and peaceful continent by the year 2063.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: nationalVisionPlan Context triple: [Government of Saudi Arabia, nationalVisionPlan, Saudi Vision 2030]
-
A.
nationalGoals
Indicates a relationship where certain objectives or targets are officially set or recognized as the goals of a nation.
-
B.
planningNation
Indicates that a nation is responsible for planning, organizing, or coordinating the referenced activity, event, or operation.
-
C.
nationalPlanCategory
chosen
Indicates the classification of a national plan into a specific category or type based on its purpose or characteristics.
-
D.
nationalProgram
Indicates that an entity is part of, associated with, or designated as a program organized or administered at the national level.
-
E.
coordinatesNationalPoliciesFor
Indicates that one entity organizes and harmonizes national-level policies or strategies across multiple actors or domains.
- F. None of above.
Provenance (4 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_69c008d201748190917e69c41ba3f978 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c064e9532081908277f10ec380a486 |
completed | March 22, 2026, 9:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c60410223081908c1cf3663d4b14c0 |
completed | March 27, 2026, 4:14 a.m. |
| PD | Predicate disambiguation | batch_69c060e5efc48190861b8266e5b0cc0c |
completed | March 22, 2026, 9:36 p.m. |
Created at: March 22, 2026, 4:29 p.m.