Triple
T7612044
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bernard L. Madoff Investment Securities LLC Ponzi scheme |
E172262
|
entity |
| Predicate | recoveryEfforts |
P53924
|
FINISHED |
| Object | clawback lawsuits against net winners and feeder funds |
—
|
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: clawback lawsuits against net winners and feeder funds | Statement: [Bernard L. Madoff Investment Securities LLC Ponzi scheme, recoveryEfforts, clawback lawsuits against net winners and feeder funds]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: recoveryEfforts Context triple: [Bernard L. Madoff Investment Securities LLC Ponzi scheme, recoveryEfforts, clawback lawsuits against net winners and feeder funds]
-
A.
debrisRecoveryEffort
Indicates efforts or actions undertaken to locate, collect, and secure debris resulting from an incident or event.
-
B.
recovery
chosen
Indicates the process or state in which an entity regains a previous condition, function, or status after loss, damage, or decline.
-
C.
recoveryForce
Indicates the force exerted to restore an object or system from a displaced, deformed, or disturbed state back toward its original or equilibrium condition.
-
D.
hasReliefEffortFrom
Indicates that a party receives assistance or support through a relief effort provided by another party.
-
E.
revitalizationEffort
Indicates efforts or actions undertaken to restore, renew, or improve the condition, vitality, or functionality of something.
- 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_69c6fa221c848190b892ba1caec8d83a |
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.