Triple
T9299512
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | initial public offering of Saudi Aramco |
E223722
|
entity |
| Predicate | leadDomesticAdvisers |
P36354
|
FINISHED |
| Object |
Samba Capital
Samba Capital is a prominent Saudi investment bank and financial services firm known for advising on major capital market transactions, including landmark deals such as the Saudi Aramco IPO.
|
E789627
|
NE FINISHED |
How this triple was built (5 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: Samba Capital | Statement: [initial public offering of Saudi Aramco, leadDomesticAdvisers, Samba Capital]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Samba Capital Context triple: [initial public offering of Saudi Aramco, leadDomesticAdvisers, Samba Capital]
-
A.
Narya Capital
Narya Capital is a venture capital firm co-founded by U.S. politician and author J.D. Vance that focuses on investing in early-stage technology and industrial companies, particularly in the American Midwest.
-
B.
RedBird Capital Partners
RedBird Capital Partners is a private investment firm known for its significant stakes in major sports, media, and entertainment properties.
-
C.
Rock Financial
Rock Financial is a mortgage lending company that later evolved into Quicken Loans (now Rocket Mortgage), a major U.S. online home loan provider.
-
D.
Blackrock
Blackrock is a suburban residential area of Cork city in County Cork, Ireland, known for its riverside location along the River Lee and historic maritime and industrial heritage.
-
E.
Roark Capital Group
Roark Capital Group is a private equity firm known for investing in and building large multi-brand restaurant and consumer service companies.
- 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: Samba Capital Triple: [initial public offering of Saudi Aramco, leadDomesticAdvisers, Samba Capital]
Generated description
Samba Capital is a prominent Saudi investment bank and financial services firm known for advising on major capital market transactions, including landmark deals such as the Saudi Aramco IPO.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Samba Capital Target entity description: Samba Capital is a prominent Saudi investment bank and financial services firm known for advising on major capital market transactions, including landmark deals such as the Saudi Aramco IPO.
-
A.
Narya Capital
Narya Capital is a venture capital firm co-founded by U.S. politician and author J.D. Vance that focuses on investing in early-stage technology and industrial companies, particularly in the American Midwest.
-
B.
RedBird Capital Partners
RedBird Capital Partners is a private investment firm known for its significant stakes in major sports, media, and entertainment properties.
-
C.
Rock Financial
Rock Financial is a mortgage lending company that later evolved into Quicken Loans (now Rocket Mortgage), a major U.S. online home loan provider.
-
D.
Blackrock
Blackrock is a suburban residential area of Cork city in County Cork, Ireland, known for its riverside location along the River Lee and historic maritime and industrial heritage.
-
E.
Roark Capital Group
Roark Capital Group is a private equity firm known for investing in and building large multi-brand restaurant and consumer service companies.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: leadDomesticAdvisers Context triple: [initial public offering of Saudi Aramco, leadDomesticAdvisers, Samba Capital]
-
A.
notableAdvisor
Indicates that one entity serves, or has served, as a significant or distinguished advisor to another entity.
-
B.
advisorOf
chosen
Indicates that one entity serves as an advisor, providing guidance or counsel, to another entity.
-
C.
leadingOrgan
Indicates that one entity serves as the primary or most responsible organizing body or authority for another entity or activity.
-
D.
advisorGroup
Indicates a relationship where an advisor is associated with or belongs to a particular advisory group or committee.
-
E.
connectsCapital
Indicates a relationship where one entity serves as the capital city that is officially linked to or associated with another entity, such as a country or region.
- F. None of above.
Provenance (6 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. |
| PD | Predicate disambiguation | batch_69cc7a5ef1908190bc5ca166bb895af6 |
completed | April 1, 2026, 1:52 a.m. |
Created at: March 30, 2026, 7:36 p.m.