Triple
T7612014
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bernard L. Madoff Investment Securities LLC Ponzi scheme |
E172262
|
entity |
| Predicate | actualTrading |
P77772
|
FINISHED |
| Object | little or no real trading in client accounts |
—
|
LITERAL FINISHED |
How this triple was built (2 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: little or no real trading in client accounts | Statement: [Bernard L. Madoff Investment Securities LLC Ponzi scheme, actualTrading, little or no real trading in client accounts]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: actualTrading Context triple: [Bernard L. Madoff Investment Securities LLC Ponzi scheme, actualTrading, little or no real trading in client accounts]
-
A.
tradingNation
Indicates that one entity is recognized as a significant trade partner or participant in international commerce with another entity.
-
B.
trades
Indicates an exchange relationship where one party gives something of value to another in return for something else of value.
-
C.
tradingStatus
Indicates the current state or condition of an entity’s ability to be traded or engaged in trading activities.
-
D.
marginTrading
Indicates engaging in trading activities using borrowed funds or leverage, typically by using existing assets as collateral.
-
E.
tradingSegment
Indicates that one entity operates within, or is associated with, a specific trading segment or market subdivision for transactional activities.
- F. None of above. chosen
Provenance (4 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_69c6fa221c848190b892ba1caec8d83a |
completed | March 27, 2026, 9:44 p.m. |
| PD | Predicate disambiguation | batch_69c6f4e485f88190910b39da52a955fe |
completed | March 27, 2026, 9:21 p.m. |
| PDg | Predicate description generation | batch_69c6f8195e5c8190835e28d44e19f6ef |
completed | March 27, 2026, 9:35 p.m. |
Created at: March 27, 2026, 3:55 p.m.