Triple

T7612028
Position Surface form Disambiguated ID Type / Status
Subject Bernard L. Madoff Investment Securities LLC Ponzi scheme E172262 entity
Predicate usedFeederFunds P77773 FINISHED
Object Kingate Global Fund
Kingate Global Fund was an offshore investment fund that acted as a major feeder fund channeling client money into Bernard Madoff’s Ponzi scheme.
E676601 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: Kingate Global Fund | Statement: [Bernard L. Madoff Investment Securities LLC Ponzi scheme, usedFeederFunds, Kingate Global Fund]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kingate Global Fund
Context triple: [Bernard L. Madoff Investment Securities LLC Ponzi scheme, usedFeederFunds, Kingate Global Fund]
  • 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. Skoll Global Threats Fund
    Skoll Global Threats Fund is a philanthropic organization focused on addressing global challenges such as climate change, pandemics, water security, nuclear proliferation, and Middle East conflict through targeted grants and initiatives.
  • C. Corestate Capital
    Corestate Capital is a European real estate investment and asset management firm known for acquiring and managing prominent commercial properties.
  • D. 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.
  • E. Lantern Capital Partners
    Lantern Capital Partners is a private equity firm known for acquiring the assets of The Weinstein Company and backing the formation of Lantern Entertainment.
  • 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: Kingate Global Fund
Triple: [Bernard L. Madoff Investment Securities LLC Ponzi scheme, usedFeederFunds, Kingate Global Fund]
Generated description
Kingate Global Fund was an offshore investment fund that acted as a major feeder fund channeling client money into Bernard Madoff’s Ponzi scheme.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kingate Global Fund
Target entity description: Kingate Global Fund was an offshore investment fund that acted as a major feeder fund channeling client money into Bernard Madoff’s Ponzi scheme.
  • 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. Skoll Global Threats Fund
    Skoll Global Threats Fund is a philanthropic organization focused on addressing global challenges such as climate change, pandemics, water security, nuclear proliferation, and Middle East conflict through targeted grants and initiatives.
  • C. Corestate Capital
    Corestate Capital is a European real estate investment and asset management firm known for acquiring and managing prominent commercial properties.
  • D. 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.
  • E. Lantern Capital Partners
    Lantern Capital Partners is a private equity firm known for acquiring the assets of The Weinstein Company and backing the formation of Lantern Entertainment.
  • 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_69c6994f50808190ba228764bb422417 completed March 27, 2026, 2:50 p.m.
NER Named-entity recognition batch_69c701731a288190b53ffc546a2f47d7 completed March 27, 2026, 10:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69c868645f8081909439f63df3184628 completed March 28, 2026, 11:46 p.m.
NEDg Description generation batch_69c868edf84c8190a6fefce18fc606e1 completed March 28, 2026, 11:49 p.m.
NED2 Entity disambiguation (via description) batch_69c869c54ad08190ba42231080d0e9f3 completed March 28, 2026, 11:52 p.m.
Created at: March 27, 2026, 3:55 p.m.