Triple
T1995468
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mohammed bin Salman Al Saud |
E43347
|
entity |
| Predicate | oversaw |
P760
|
FINISHED |
| Object |
initial public offering of Saudi Aramco
The initial public offering of Saudi Aramco was the landmark stock market debut of Saudi Arabia’s state-owned oil giant, raising a record-breaking sum and forming a central pillar of the kingdom’s economic diversification plans.
|
E223722
|
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: initial public offering of Saudi Aramco | Statement: [Mohammed bin Salman Al Saud, oversaw, initial public offering of Saudi Aramco]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: initial public offering of Saudi Aramco Context triple: [Mohammed bin Salman Al Saud, oversaw, initial public offering of Saudi Aramco]
-
A.
Saudi Aramco
Saudi Aramco is the world’s largest integrated oil and gas company, known for its vast crude oil reserves, massive production capacity, and central role in the global energy market.
-
B.
Saudi Arabia Public Investment Fund
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.
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.
-
D.
SoftBank Vision Fund
SoftBank Vision Fund is a large technology-focused investment fund backed by Japan’s SoftBank Group that makes substantial, long-term bets on high-growth companies worldwide.
-
E.
Breakthrough Energy
Breakthrough Energy is a clean-energy investment and innovation initiative focused on accelerating the development and deployment of technologies to reduce global greenhouse gas emissions.
- 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: initial public offering of Saudi Aramco Triple: [Mohammed bin Salman Al Saud, oversaw, initial public offering of Saudi Aramco]
Generated description
The initial public offering of Saudi Aramco was the landmark stock market debut of Saudi Arabia’s state-owned oil giant, raising a record-breaking sum and forming a central pillar of the kingdom’s economic diversification plans.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: initial public offering of Saudi Aramco Target entity description: The initial public offering of Saudi Aramco was the landmark stock market debut of Saudi Arabia’s state-owned oil giant, raising a record-breaking sum and forming a central pillar of the kingdom’s economic diversification plans.
-
A.
Saudi Aramco
Saudi Aramco is the world’s largest integrated oil and gas company, known for its vast crude oil reserves, massive production capacity, and central role in the global energy market.
-
B.
Saudi Arabia Public Investment Fund
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.
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.
-
D.
SoftBank Vision Fund
SoftBank Vision Fund is a large technology-focused investment fund backed by Japan’s SoftBank Group that makes substantial, long-term bets on high-growth companies worldwide.
-
E.
Breakthrough Energy
Breakthrough Energy is a clean-energy investment and innovation initiative focused on accelerating the development and deployment of technologies to reduce global greenhouse gas emissions.
- 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_69a88714cf2c819081644be450b8356e |
completed | March 4, 2026, 7:25 p.m. |
| NER | Named-entity recognition | batch_69abb86537748190a2b5e3fd44ac6430 |
completed | March 7, 2026, 5:32 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae033c6cf88190acf6418f0d784914 |
completed | March 8, 2026, 11:16 p.m. |
| NEDg | Description generation | batch_69ae03c4faac8190a13aa0882eda3629 |
completed | March 8, 2026, 11:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae0445a9608190918a7bd45b9bf999 |
completed | March 8, 2026, 11:20 p.m. |
Created at: March 4, 2026, 7:37 p.m.