Triple
T7612056
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bernard L. Madoff Investment Securities LLC Ponzi scheme |
E172262
|
entity |
| Predicate | typicalPromisedReturns |
P10010
|
FINISHED |
| Object | steady, above-market returns with low volatility |
—
|
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: steady, above-market returns with low volatility | Statement: [Bernard L. Madoff Investment Securities LLC Ponzi scheme, typicalPromisedReturns, steady, above-market returns with low volatility]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: typicalPromisedReturns Context triple: [Bernard L. Madoff Investment Securities LLC Ponzi scheme, typicalPromisedReturns, steady, above-market returns with low volatility]
-
A.
typicalPromotionBasis
Indicates the usual criterion or set of criteria on which promotions are based within a given context.
-
B.
promises
chosen
Indicates that one entity commits to performing, providing, or ensuring something for another entity in the future.
-
C.
returns
Indicates that one entity gives or sends something back to another entity, often as a result or outcome of a process or action.
-
D.
returnsTo
Indicates that an entity goes back to a previous location, state, or entity it was associated with before.
-
E.
expectedBenefit
Indicates the benefit or positive outcome that is anticipated to result from a particular action, decision, or relationship between entities.
- F. None of above.
Provenance (3 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_69c6fa23981c81908168ac0ac9add5d8 |
completed | March 27, 2026, 9:44 p.m. |
| PD | Predicate disambiguation | batch_69c6f4e485f88190910b39da52a955fe |
completed | March 27, 2026, 9:21 p.m. |
Created at: March 27, 2026, 3:55 p.m.