Triple
T9106616
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Public Investment Fund Program |
E218492
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object | National Transformation Program |
E218489
|
NE FINISHED |
How this triple was built (2 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 Transformation Program | Statement: [Public Investment Fund Program, relatedTo, National Transformation Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: National Transformation Program Context triple: [Public Investment Fund Program, relatedTo, National Transformation Program]
-
A.
National Transformation Program
chosen
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.
-
B.
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.
-
C.
Reconstruction and Development Programme
The Reconstruction and Development Programme was a post-apartheid socio-economic policy framework in South Africa aimed at redressing historical inequalities through housing, services, and development initiatives.
-
D.
“Revolución en libertad” reform program
The “Revolución en libertad” reform program was a centrist, reformist political agenda in 1960s Chile that sought deep social and economic change—especially agrarian reform and expanded social rights—within a democratic, anti-authoritarian framework.
-
E.
The Transitional Program
The Transitional Program is Leon Trotsky’s 1938 manifesto for the Fourth International, outlining a strategy of transitional demands intended to bridge workers’ immediate struggles with the goal of socialist revolution.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca83db7448819090d0a5de842ef2ac |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cca57286a88190b256d2461c5c0aed |
completed | April 1, 2026, 4:56 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d05449101481908c71475acf59b33c |
completed | April 3, 2026, 11:59 p.m. |
Created at: March 30, 2026, 7:16 p.m.