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.