Triple
T7612026
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bernard L. Madoff Investment Securities LLC Ponzi scheme |
E172262
|
entity |
| Predicate | usedFeederFunds |
P77773
|
FINISHED |
| Object |
Ascot Partners
Ascot Partners was a hedge fund that acted as a major feeder fund channeling investor money into Bernard Madoff’s Ponzi scheme.
|
E676599
|
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: Ascot Partners | Statement: [Bernard L. Madoff Investment Securities LLC Ponzi scheme, usedFeederFunds, Ascot Partners]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ascot Partners Context triple: [Bernard L. Madoff Investment Securities LLC Ponzi scheme, usedFeederFunds, Ascot Partners]
-
A.
Newmarket Capital Group
Newmarket Capital Group is an independent film financing and production company known for backing critically acclaimed and unconventional movies.
-
B.
Horseshoe Group
Horseshoe Group is an archaeological complex of ancestral Puebloan ruins within Hovenweep National Monument, noted for its semicircular arrangement of masonry structures around a canyon head.
-
C.
Avalon Investments
Avalon Investments is a financial investment firm associated with businessman and former Michigan governor Rick Snyder.
-
D.
William Morris Endeavor
William Morris Endeavor is a major talent and media agency representing artists, entertainers, and brands across film, television, music, sports, and digital media.
-
E.
Oak View Group
Oak View Group is a global sports and live entertainment company that develops, owns, and operates arenas and venues, and provides venue management and related services.
- 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: Ascot Partners Triple: [Bernard L. Madoff Investment Securities LLC Ponzi scheme, usedFeederFunds, Ascot Partners]
Generated description
Ascot Partners was a hedge fund that acted as a major feeder fund channeling investor money into Bernard Madoff’s Ponzi scheme.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ascot Partners Target entity description: Ascot Partners was a hedge fund that acted as a major feeder fund channeling investor money into Bernard Madoff’s Ponzi scheme.
-
A.
Newmarket Capital Group
Newmarket Capital Group is an independent film financing and production company known for backing critically acclaimed and unconventional movies.
-
B.
Horseshoe Group
Horseshoe Group is an archaeological complex of ancestral Puebloan ruins within Hovenweep National Monument, noted for its semicircular arrangement of masonry structures around a canyon head.
-
C.
Avalon Investments
Avalon Investments is a financial investment firm associated with businessman and former Michigan governor Rick Snyder.
-
D.
William Morris Endeavor
William Morris Endeavor is a major talent and media agency representing artists, entertainers, and brands across film, television, music, sports, and digital media.
-
E.
Oak View Group
Oak View Group is a global sports and live entertainment company that develops, owns, and operates arenas and venues, and provides venue management and related services.
- 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.