Triple
T1956584
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Saudi Vision 2030 |
E42282
|
entity |
| Predicate | includesProgram |
P1393
|
FINISHED |
| Object |
Public Investment Fund Program
The Public Investment Fund Program is a key Saudi Arabian initiative aimed at transforming the Public Investment Fund into a leading global sovereign wealth fund to drive economic diversification and strategic investments under Vision 2030.
|
E218492
|
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: Public Investment Fund Program | Statement: [Saudi Vision 2030, includesProgram, Public Investment Fund Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Public Investment Fund Program Context triple: [Saudi Vision 2030, includesProgram, Public Investment Fund Program]
-
A.
Small Business Investment Company Program
The Small Business Investment Company Program is a U.S. government initiative that licenses and supports privately managed investment funds to provide long-term capital to small businesses.
-
B.
European Structural and Investment Funds
The European Structural and Investment Funds were the European Union’s main financial instruments for promoting economic, social, and territorial cohesion by supporting regional development, job creation, and competitiveness across member states.
-
C.
European Investment Fund
The European Investment Fund is a specialist EU financial institution that supports small and medium-sized enterprises by providing risk finance through guarantees, equity investments, and other instruments, often in partnership with banks and funds.
-
D.
Silk Road Fund
The Silk Road Fund is a Chinese state-backed investment fund that finances infrastructure and development projects in countries participating in the Belt and Road Initiative.
-
E.
Public Housing Capital Fund
The Public Housing Capital Fund is a federal funding program that provides grants to public housing agencies for the modernization, repair, and development of public housing properties in the United States.
- 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: Public Investment Fund Program Triple: [Saudi Vision 2030, includesProgram, Public Investment Fund Program]
Generated description
The Public Investment Fund Program is a key Saudi Arabian initiative aimed at transforming the Public Investment Fund into a leading global sovereign wealth fund to drive economic diversification and strategic investments under Vision 2030.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Public Investment Fund Program Target entity description: The Public Investment Fund Program is a key Saudi Arabian initiative aimed at transforming the Public Investment Fund into a leading global sovereign wealth fund to drive economic diversification and strategic investments under Vision 2030.
-
A.
Small Business Investment Company Program
The Small Business Investment Company Program is a U.S. government initiative that licenses and supports privately managed investment funds to provide long-term capital to small businesses.
-
B.
European Structural and Investment Funds
The European Structural and Investment Funds were the European Union’s main financial instruments for promoting economic, social, and territorial cohesion by supporting regional development, job creation, and competitiveness across member states.
-
C.
European Investment Fund
The European Investment Fund is a specialist EU financial institution that supports small and medium-sized enterprises by providing risk finance through guarantees, equity investments, and other instruments, often in partnership with banks and funds.
-
D.
Silk Road Fund
The Silk Road Fund is a Chinese state-backed investment fund that finances infrastructure and development projects in countries participating in the Belt and Road Initiative.
-
E.
Public Housing Capital Fund
The Public Housing Capital Fund is a federal funding program that provides grants to public housing agencies for the modernization, repair, and development of public housing properties in the United States.
- 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_69a8870eea088190a38781990812a9bc |
completed | March 4, 2026, 7:25 p.m. |
| NER | Named-entity recognition | batch_69abb37b4a38819099f98be92be91ade |
completed | March 7, 2026, 5:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adfbca5a7081908f3fa8eaa8f5aa3d |
completed | March 8, 2026, 10:44 p.m. |
| NEDg | Description generation | batch_69adfc6bd8e08190a065a89ab3412126 |
completed | March 8, 2026, 10:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adfcee414c8190b1a0574f6bd55602 |
completed | March 8, 2026, 10:49 p.m. |
Created at: March 4, 2026, 7:36 p.m.