Triple

T289954
Position Surface form Disambiguated ID Type / Status
Subject Political Economy Club E5967 entity
Predicate notableMember P10 FINISHED
Object Robert Torrens
Robert Torrens was a 19th-century Irish-born British economist, politician, and influential early theorist of international trade and comparative advantage.
E39276 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: Robert Torrens | Statement: [Political Economy Club, notableMember, Robert Torrens]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Robert Torrens
Context triple: [Political Economy Club, notableMember, Robert Torrens]
  • A. David Ricardo
    David Ricardo was a prominent 19th-century British political economist known for his theories of comparative advantage, rent, and distribution in classical economics.
  • B. Alfred Marshall
    Alfred Marshall was a pioneering British economist whose work helped found neoclassical economics and shaped generations of economic thought, including that of John Maynard Keynes.
  • C. Arthur Cecil Pigou
    Arthur Cecil Pigou was a British economist known for his foundational work in welfare economics and the theory of externalities, which strongly shaped modern public economics.
  • D. James Mill
    James Mill was a Scottish historian, economist, political theorist, and prominent utilitarian philosopher associated with Jeremy Bentham and the early 19th-century British reform movement.
  • E. John Ramsay McCulloch
    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.
  • 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: Robert Torrens
Triple: [Political Economy Club, notableMember, Robert Torrens]
Generated description
Robert Torrens was a 19th-century Irish-born British economist, politician, and influential early theorist of international trade and comparative advantage.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Robert Torrens
Target entity description: Robert Torrens was a 19th-century Irish-born British economist, politician, and influential early theorist of international trade and comparative advantage.
  • A. David Ricardo
    David Ricardo was a prominent 19th-century British political economist known for his theories of comparative advantage, rent, and distribution in classical economics.
  • B. Alfred Marshall
    Alfred Marshall was a pioneering British economist whose work helped found neoclassical economics and shaped generations of economic thought, including that of John Maynard Keynes.
  • C. Arthur Cecil Pigou
    Arthur Cecil Pigou was a British economist known for his foundational work in welfare economics and the theory of externalities, which strongly shaped modern public economics.
  • D. James Mill
    James Mill was a Scottish historian, economist, political theorist, and prominent utilitarian philosopher associated with Jeremy Bentham and the early 19th-century British reform movement.
  • E. John Ramsay McCulloch
    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.
  • 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_69a25946a7ac8190a78871c210213272 completed Feb. 28, 2026, 2:56 a.m.
NER Named-entity recognition batch_69a25e4df5508190ab75115ac6b3964e completed Feb. 28, 2026, 3:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69a3b071c6e881908e9ca17bd5dc911e completed March 1, 2026, 3:20 a.m.
NEDg Description generation batch_69a3b22a1ddc8190ac805b99a74ae77a completed March 1, 2026, 3:27 a.m.
NED2 Entity disambiguation (via description) batch_69a3b27de9408190810405e7818b8dc6 completed March 1, 2026, 3:29 a.m.
Created at: Feb. 28, 2026, 3:02 a.m.