Triple

T9080998
Position Surface form Disambiguated ID Type / Status
Subject Malcolm Bradbury E217620 entity
Predicate notableWork P4 FINISHED
Object Rates of Exchange
Rates of Exchange is a satirical novel by Malcolm Bradbury that follows a British linguist’s misadventures in a fictional Eastern European country, exploring Cold War politics, language, and cultural misunderstanding.
E776378 NE FINISHED

How this triple was built (4 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: Rates of Exchange | Statement: [Malcolm Bradbury, notableWork, Rates of Exchange]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Rates of Exchange
Context triple: [Malcolm Bradbury, notableWork, Rates of Exchange]
  • A. Money and the Mechanism of Exchange
    Money and the Mechanism of Exchange is an influential 1875 treatise by economist William Stanley Jevons that analyzes the nature, functions, and evolution of money within economic systems.
  • B. The Problem of the Rupee
    The Problem of the Rupee is an influential economic treatise by B. R. Ambedkar analyzing the history, instability, and reform of India’s currency and monetary system under British rule.
  • C. The Value of Money
    "The Value of Money" is an economic work by Prabhat Patnaik that critically examines the nature, role, and dynamics of money within capitalist economies.
  • D. The Purchasing Power of Money
    The Purchasing Power of Money is a seminal 1911 economics book by Irving Fisher that rigorously analyzes the relationship between money supply, price levels, and inflation.
  • E. The Cash Nexus
    The Cash Nexus is a historical study by Niall Ferguson that explores the relationship between money and power, arguing that financial forces have profoundly shaped modern states and international relations.
  • 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: Rates of Exchange
Triple: [Malcolm Bradbury, notableWork, Rates of Exchange]
Generated description
Rates of Exchange is a satirical novel by Malcolm Bradbury that follows a British linguist’s misadventures in a fictional Eastern European country, exploring Cold War politics, language, and cultural misunderstanding.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Rates of Exchange
Target entity description: Rates of Exchange is a satirical novel by Malcolm Bradbury that follows a British linguist’s misadventures in a fictional Eastern European country, exploring Cold War politics, language, and cultural misunderstanding.
  • A. Money and the Mechanism of Exchange
    Money and the Mechanism of Exchange is an influential 1875 treatise by economist William Stanley Jevons that analyzes the nature, functions, and evolution of money within economic systems.
  • B. The Problem of the Rupee
    The Problem of the Rupee is an influential economic treatise by B. R. Ambedkar analyzing the history, instability, and reform of India’s currency and monetary system under British rule.
  • C. The Value of Money
    "The Value of Money" is an economic work by Prabhat Patnaik that critically examines the nature, role, and dynamics of money within capitalist economies.
  • D. The Purchasing Power of Money
    The Purchasing Power of Money is a seminal 1911 economics book by Irving Fisher that rigorously analyzes the relationship between money supply, price levels, and inflation.
  • E. The Cash Nexus
    The Cash Nexus is a historical study by Niall Ferguson that explores the relationship between money and power, arguing that financial forces have profoundly shaped modern states and international relations.
  • F. None of above. chosen

Provenance (5 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_69ca83d7a0388190ba1af89ed7ba36f9 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cc9607942c8190a21620892ce3cbe5 completed April 1, 2026, 3:50 a.m.
NED1 Entity disambiguation (via context triple) batch_69cffe28ae548190924cc7bbf453f3f3 completed April 3, 2026, 5:51 p.m.
NEDg Description generation batch_69d000d4a4548190939a9a9946be469b completed April 3, 2026, 6:03 p.m.
NED2 Entity disambiguation (via description) batch_69d001b245f08190a8e5c53c570b20a0 completed April 3, 2026, 6:06 p.m.
Created at: March 30, 2026, 7:13 p.m.