Triple

T3521863
Position Surface form Disambiguated ID Type / Status
Subject 3-month U.S. dollar LIBOR E74439 entity
Predicate successorBenchmark P78 FINISHED
Object SOFR
SOFR (Secured Overnight Financing Rate) is a U.S. dollar interest rate benchmark based on overnight Treasury repurchase agreement transactions, widely adopted as the primary replacement for LIBOR in financial markets.
E364315 NE FINISHED

How this triple was built (5 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: SOFR | Statement: [3-month U.S. dollar LIBOR, successorBenchmark, SOFR]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: SOFR
Context triple: [3-month U.S. dollar LIBOR, successorBenchmark, SOFR]
  • A. SOFR futures
    SOFR futures are exchange-traded derivatives that allow market participants to hedge or speculate on future levels of the Secured Overnight Financing Rate, the U.S. dollar risk-free benchmark interest rate.
  • B. 3-month U.S. dollar LIBOR
    3-month U.S. dollar LIBOR is a benchmark interest rate indicating the average rate at which major global banks are willing to lend U.S. dollars to one another for a three-month term in the London interbank market.
  • C. Fed funds futures
    Fed funds futures are exchange-traded derivatives that allow market participants to hedge or speculate on the future level of the U.S. federal funds interest rate.
  • D. Eurodollar futures
    Eurodollar futures are interest rate futures contracts based on U.S. dollar deposits held outside the United States, widely used to hedge or speculate on short-term dollar interest rates.
  • E. Marginal standing facility rate
    The marginal standing facility rate is an overnight borrowing rate at which the Reserve Bank of India lends funds to commercial banks, serving as a tool to manage short-term liquidity and signal the upper bound of the interest rate corridor in its monetary policy framework.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: SOFR
Triple: [3-month U.S. dollar LIBOR, successorBenchmark, SOFR]
Generated description
SOFR (Secured Overnight Financing Rate) is a U.S. dollar interest rate benchmark based on overnight Treasury repurchase agreement transactions, widely adopted as the primary replacement for LIBOR in financial markets.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: SOFR
Target entity description: SOFR (Secured Overnight Financing Rate) is a U.S. dollar interest rate benchmark based on overnight Treasury repurchase agreement transactions, widely adopted as the primary replacement for LIBOR in financial markets.
  • A. SOFR futures
    SOFR futures are exchange-traded derivatives that allow market participants to hedge or speculate on future levels of the Secured Overnight Financing Rate, the U.S. dollar risk-free benchmark interest rate.
  • B. 3-month U.S. dollar LIBOR
    3-month U.S. dollar LIBOR is a benchmark interest rate indicating the average rate at which major global banks are willing to lend U.S. dollars to one another for a three-month term in the London interbank market.
  • C. Fed funds futures
    Fed funds futures are exchange-traded derivatives that allow market participants to hedge or speculate on the future level of the U.S. federal funds interest rate.
  • D. Eurodollar futures
    Eurodollar futures are interest rate futures contracts based on U.S. dollar deposits held outside the United States, widely used to hedge or speculate on short-term dollar interest rates.
  • E. Marginal standing facility rate
    The marginal standing facility rate is an overnight borrowing rate at which the Reserve Bank of India lends funds to commercial banks, serving as a tool to manage short-term liquidity and signal the upper bound of the interest rate corridor in its monetary policy framework.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: successorBenchmark
Context triple: [3-month U.S. dollar LIBOR, successorBenchmark, SOFR]
  • A. successorInPractice
    Indicates that one entity has taken over the role, position, or function of another in actual practice, even if not formally or officially designated as its successor.
  • B. successor chosen
    Indicates that one entity directly follows another in an ordered sequence or position.
  • C. successorUse
    Indicates that one entity is used or applied as the subsequent or follow-up use of another entity in a sequence or lifecycle.
  • D. successorCompetition
    Indicates that one competition directly follows another in sequence, serving as its successor in a series or timeline.
  • E. successorDeterminedBy
    Indicates that the identity of a successor is established or chosen according to a specified rule, process, or determining factor.
  • F. None of above.

Provenance (6 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_69ad85d0c5488190a3d8e02ebd01a1aa completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adbc4dd6d48190a5a3f4b86c82b86c completed March 8, 2026, 6:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69b37e87c7948190901d98f34e3987eb completed March 13, 2026, 3:03 a.m.
NEDg Description generation batch_69b37f13d5e881908eaa05b11e493e8b completed March 13, 2026, 3:05 a.m.
NED2 Entity disambiguation (via description) batch_69b37f703ff081908a9aa3588da52d76 completed March 13, 2026, 3:07 a.m.
PD Predicate disambiguation batch_69adae121a048190b03825a001d21f49 completed March 8, 2026, 5:12 p.m.
Created at: March 8, 2026, 3:19 p.m.