Triple

T10088259
Position Surface form Disambiguated ID Type / Status
Subject The Literature of Political Economy E215275 entity
Predicate author P4 FINISHED
Object John Ramsay McCulloch E38062 NE 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: John Ramsay McCulloch | Statement: [The Literature of Political Economy, author, John Ramsay McCulloch]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Ramsay McCulloch
Context triple: [The Literature of Political Economy, author, John Ramsay McCulloch]
  • A. John Ramsay McCulloch chosen
    John Ramsay McCulloch was a 19th-century Scottish economist and early advocate of classical political economy, known for popularizing and systematizing the ideas of David Ricardo and Adam Smith.
  • B. James Wilson (economist)
    James Wilson was a 19th-century Scottish economist, businessman, and founder of The Economist magazine, known for his influential advocacy of free trade and opposition to the Corn Laws.
  • C. J. R. McCulloch
    J. R. McCulloch was a 19th-century Scottish economist known for his influential work in classical economics and for popularizing the ideas of David Ricardo.
  • D. Wesley Clair Mitchell
    Wesley Clair Mitchell was an influential American economist and pioneer in the empirical study of business cycles, known for helping establish modern economic research institutions.
  • E. John B. Taylor
    John B. Taylor is an American economist best known for formulating the influential Taylor rule for monetary policy and for his contributions to modern macroeconomic and New Keynesian theory.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

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_69ca83a1eed081908b2e9580f2ebeea7 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cdd04875748190a81d1e9ad68dda96 completed April 2, 2026, 2:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2b693afac819090635d2eb147bdcb completed April 5, 2026, 7:22 p.m.
Created at: March 30, 2026, 9:01 p.m.