Triple

T6328095
Position Surface form Disambiguated ID Type / Status
Subject On the Economy of Machinery and Manufactures E141906 entity
Predicate authorOccupation P938 FINISHED
Object Charles Babbage was an economist
Charles Babbage was an economist who applied analytical and quantitative methods to study industrial production, efficiency, and the organization of labor during the early Industrial Revolution.
E586582 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: Charles Babbage was an economist | Statement: [On the Economy of Machinery and Manufactures, authorOccupation, Charles Babbage was an economist]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Charles Babbage was an economist
Context triple: [On the Economy of Machinery and Manufactures, authorOccupation, Charles Babbage was an economist]
  • 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. Thomas Jevons
    Thomas Jevons was the father of British economist and logician William Stanley Jevons, belonging to the family background that influenced his son's early life and education.
  • C. William Stanley Jevons
    William Stanley Jevons was a 19th-century English economist and logician known as a founder of the marginal revolution in economics and for his work on utility theory and the theory of value.
  • D. Francis Ysidro Edgeworth
    Francis Ysidro Edgeworth was a pioneering Irish economist and statistician known for his foundational contributions to microeconomic theory, welfare economics, and the development of mathematical economics.
  • E. John Maynard
    John Maynard is a film producer known for his work on Australian cinema, including the acclaimed drama "Romulus, My Father."
  • 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: Charles Babbage was an economist
Triple: [On the Economy of Machinery and Manufactures, authorOccupation, Charles Babbage was an economist]
Generated description
Charles Babbage was an economist who applied analytical and quantitative methods to study industrial production, efficiency, and the organization of labor during the early Industrial Revolution.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Charles Babbage was an economist
Target entity description: Charles Babbage was an economist who applied analytical and quantitative methods to study industrial production, efficiency, and the organization of labor during the early Industrial Revolution.
  • 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. Thomas Jevons
    Thomas Jevons was the father of British economist and logician William Stanley Jevons, belonging to the family background that influenced his son's early life and education.
  • C. William Stanley Jevons
    William Stanley Jevons was a 19th-century English economist and logician known as a founder of the marginal revolution in economics and for his work on utility theory and the theory of value.
  • D. Francis Ysidro Edgeworth
    Francis Ysidro Edgeworth was a pioneering Irish economist and statistician known for his foundational contributions to microeconomic theory, welfare economics, and the development of mathematical economics.
  • E. John Maynard
    John Maynard is a film producer known for his work on Australian cinema, including the acclaimed drama "Romulus, My Father."
  • 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_69c008d201748190917e69c41ba3f978 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c064e9532081908277f10ec380a486 completed March 22, 2026, 9:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69c60410223081908c1cf3663d4b14c0 completed March 27, 2026, 4:14 a.m.
NEDg Description generation batch_69c60626724881908e6270c2d3652c16 completed March 27, 2026, 4:23 a.m.
NED2 Entity disambiguation (via description) batch_69c606bd2228819082fcb63493664927 completed March 27, 2026, 4:25 a.m.
Created at: March 22, 2026, 4:29 p.m.