Triple

T7612007
Position Surface form Disambiguated ID Type / Status
Subject Bernard L. Madoff Investment Securities LLC Ponzi scheme E172262 entity
Predicate totalCustomerClaimsFiled P77770 FINISHED
Object about 65 billion US dollars (purported account values) 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: about 65 billion US dollars (purported account values) | Statement: [Bernard L. Madoff Investment Securities LLC Ponzi scheme, totalCustomerClaimsFiled, about 65 billion US dollars (purported account values)]
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: totalCustomerClaimsFiled
Context triple: [Bernard L. Madoff Investment Securities LLC Ponzi scheme, totalCustomerClaimsFiled, about 65 billion US dollars (purported account values)]
  • A. numberOfClaimants
    Indicates the quantity of individuals or parties making a claim in a given context or case.
  • B. CanadaClaimsAs
    Indicates that Canada asserts ownership, sovereignty, or jurisdiction over the referenced entity or territory.
  • C. typeOfClaim
    Indicates the specific category or nature of a claim being made in relation to an entity or statement.
  • D. numberOfCases
    Indicates the total count of individual instances, occurrences, or records associated with a particular situation, condition, or category.
  • E. mainClaim
    Indicates that one statement is presented as the central or primary assertion being made about a topic.
  • 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.