Triple
T26870594
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ascot Partners |
E676599
|
entity |
| Predicate | usedCustodianOrBroker |
P9985
|
FINISHED |
| Object | Bernard L. Madoff Investment Securities LLC |
—
|
NE NERFINISHED |
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: Bernard L. Madoff Investment Securities LLC | Statement: [Ascot Partners, usedCustodianOrBroker, Bernard L. Madoff Investment Securities LLC]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: usedCustodianOrBroker Context triple: [Ascot Partners, usedCustodianOrBroker, Bernard L. Madoff Investment Securities LLC]
-
A.
usedByAgency
Indicates that something (such as a resource, tool, or service) is utilized or employed by an agency.
-
B.
builtOnBehalfOf
Indicates that something was constructed or created by one party acting as a representative or agent for another party.
-
C.
acceptedOnBehalfOf
Indicates that one party formally accepts something (such as an offer, agreement, or responsibility) while acting as a representative or proxy for another party.
-
D.
usedForTrading
Indicates that one entity serves as a medium, instrument, or item exchanged in commercial or barter transactions involving another entity.
-
E.
brokeredBy
chosen
Indicates that an intermediary agent or organization arranged, facilitated, or negotiated the relationship, transaction, or agreement between the involved 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_69eee9ba94bc8190b44c5d4397d04ecd |
completed | April 27, 2026, 4:44 a.m. |
| NER | Named-entity recognition | batch_69f63fd6c68481908c542aa03e297b9c |
completed | May 2, 2026, 6:17 p.m. |
| PD | Predicate disambiguation | batch_69f63c663be481908f233d25d28713a4 |
completed | May 2, 2026, 6:03 p.m. |
Created at: April 27, 2026, 5:32 a.m.