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.