Triple
T9299533
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | initial public offering of Saudi Aramco |
E223722
|
entity |
| Predicate | strategicGoal |
P5437
|
FINISHED |
| Object | raise funds for Public Investment Fund of Saudi Arabia |
E79660
|
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: raise funds for Public Investment Fund of Saudi Arabia | Statement: [initial public offering of Saudi Aramco, strategicGoal, raise funds for Public Investment Fund of Saudi Arabia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: raise funds for Public Investment Fund of Saudi Arabia Context triple: [initial public offering of Saudi Aramco, strategicGoal, raise funds for Public Investment Fund of Saudi Arabia]
-
A.
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.
-
B.
Saudi Arabia Public Investment Fund
chosen
The Saudi Arabia Public Investment Fund is the kingdom’s sovereign wealth fund, one of the largest in the world, used to diversify its economy and invest globally across technology, infrastructure, and other strategic sectors.
-
C.
Saudi Arabian General Investment Authority
The Saudi Arabian General Investment Authority is a government body responsible for attracting and regulating investment in Saudi Arabia and supporting the country’s economic diversification initiatives.
-
D.
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.
-
E.
Human Resources Development Fund (HRDF) of Saudi Arabia
The Human Resources Development Fund (HRDF) of Saudi Arabia is a government institution that supports the development, training, and employment of Saudi nationals in the labor market through funding and incentive programs.
- 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_69ca8423edb08190bc0c91287a484768 |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd08d070c881908bed41aada6f85ae |
completed | April 1, 2026, noon |
| NED1 | Entity disambiguation (via context triple) | batch_69d0b25ac97881908751b466b370b7e5 |
completed | April 4, 2026, 6:40 a.m. |
Created at: March 30, 2026, 7:36 p.m.