Triple
T9299514
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | initial public offering of Saudi Aramco |
E223722
|
entity |
| Predicate | leadDomesticAdvisers |
P36354
|
FINISHED |
| Object |
HSBC Saudi Arabia
HSBC Saudi Arabia is the local investment banking and securities arm of HSBC in the Kingdom, providing advisory, capital markets, and financial services to corporate, institutional, and government clients.
|
E789629
|
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: HSBC Saudi Arabia | Statement: [initial public offering of Saudi Aramco, leadDomesticAdvisers, HSBC Saudi Arabia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: HSBC Saudi Arabia Context triple: [initial public offering of Saudi Aramco, leadDomesticAdvisers, HSBC Saudi Arabia]
-
A.
Abu Dhabi Islamic Bank
Abu Dhabi Islamic Bank is a leading Sharia-compliant financial institution based in the United Arab Emirates, offering a wide range of Islamic banking and financial services to individuals, businesses, and institutions.
-
B.
HSBC UK
HSBC UK is the British retail and commercial banking arm of HSBC, offering a wide range of financial services to individuals and businesses across the United Kingdom.
-
C.
Qatar National Bank
Qatar National Bank is Qatar’s largest financial institution and one of the leading banks in the Middle East, offering a wide range of banking and financial services domestically and internationally.
-
D.
Saudi Central Bank
The Saudi Central Bank is the Kingdom of Saudi Arabia’s monetary authority, responsible for issuing currency, regulating the banking sector, and maintaining financial stability.
-
E.
Mubadala Investment Company
Mubadala Investment Company is a sovereign wealth fund of the Government of Abu Dhabi that manages a diversified global portfolio across sectors such as energy, technology, aerospace, and real estate.
- 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: HSBC Saudi Arabia Triple: [initial public offering of Saudi Aramco, leadDomesticAdvisers, HSBC Saudi Arabia]
Generated description
HSBC Saudi Arabia is the local investment banking and securities arm of HSBC in the Kingdom, providing advisory, capital markets, and financial services to corporate, institutional, and government clients.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: HSBC Saudi Arabia Target entity description: HSBC Saudi Arabia is the local investment banking and securities arm of HSBC in the Kingdom, providing advisory, capital markets, and financial services to corporate, institutional, and government clients.
-
A.
Abu Dhabi Islamic Bank
Abu Dhabi Islamic Bank is a leading Sharia-compliant financial institution based in the United Arab Emirates, offering a wide range of Islamic banking and financial services to individuals, businesses, and institutions.
-
B.
HSBC UK
HSBC UK is the British retail and commercial banking arm of HSBC, offering a wide range of financial services to individuals and businesses across the United Kingdom.
-
C.
Qatar National Bank
Qatar National Bank is Qatar’s largest financial institution and one of the leading banks in the Middle East, offering a wide range of banking and financial services domestically and internationally.
-
D.
Saudi Central Bank
The Saudi Central Bank is the Kingdom of Saudi Arabia’s monetary authority, responsible for issuing currency, regulating the banking sector, and maintaining financial stability.
-
E.
Mubadala Investment Company
Mubadala Investment Company is a sovereign wealth fund of the Government of Abu Dhabi that manages a diversified global portfolio across sectors such as energy, technology, aerospace, and real estate.
- 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_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. |
| NEDg | Description generation | batch_69d0b301659481909c1865884421fcde |
completed | April 4, 2026, 6:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d0b38ae1ec8190b36019d3a642290d |
completed | April 4, 2026, 6:45 a.m. |
Created at: March 30, 2026, 7:36 p.m.