Triple

T412911
Position Surface form Disambiguated ID Type / Status
Subject David Ricardo E9529 entity
Predicate familyName P18 FINISHED
Object Ricardo
Ricardo is a surname most famously associated with David Ricardo, the influential 19th-century British political economist known for his work on comparative advantage and classical economics.
 E52105 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: Ricardo | Statement: [David Ricardo, familyName, Ricardo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ricardo
Context triple: [David Ricardo, familyName, Ricardo]
  • A. Eduardo
    Eduardo is a masculine given name commonly used in Spanish and Portuguese-speaking countries, equivalent to the English name Edward.
  • B. Guillermo
    Guillermo is the Spanish form of the given name William, commonly used in Spanish-speaking countries.
  • C. Benito
    Benito is the given name of Benito Mussolini, the Italian dictator who founded and led the National Fascist Party and ruled Italy from the 1920s until 1943.
  • D. Andrés
    Andrés is a Spanish given name commonly used as the equivalent of Andrew.
  • E. José
    José is the given first name of Major League Baseball manager and former player Alex Cora.
  • 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: Ricardo
Triple: [David Ricardo, familyName, Ricardo]
Generated description
Ricardo is a surname most famously associated with David Ricardo, the influential 19th-century British political economist known for his work on comparative advantage and classical economics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ricardo
Target entity description: Ricardo is a surname most famously associated with David Ricardo, the influential 19th-century British political economist known for his work on comparative advantage and classical economics.
  • A. Eduardo
    Eduardo is a masculine given name commonly used in Spanish and Portuguese-speaking countries, equivalent to the English name Edward.
  • B. Guillermo
    Guillermo is the Spanish form of the given name William, commonly used in Spanish-speaking countries.
  • C. Benito
    Benito is the given name of Benito Mussolini, the Italian dictator who founded and led the National Fascist Party and ruled Italy from the 1920s until 1943.
  • D. Andrés
    Andrés is a Spanish given name commonly used as the equivalent of Andrew.
  • E. José
    José is the given first name of Major League Baseball manager and former player Alex Cora.
  • 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_69a2e80111fc8190961d5b7c6154123f completed Feb. 28, 2026, 1:05 p.m.
NER Named-entity recognition batch_69a2ecdc422881908910428fd1aee7c6 completed Feb. 28, 2026, 1:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69a41b4b71ec8190a6fda4dc4e4fc3ac completed March 1, 2026, 10:56 a.m.
NEDg Description generation batch_69a41b7ee8488190a5246a7451850278 completed March 1, 2026, 10:57 a.m.
NED2 Entity disambiguation (via description) batch_69a41bef673081908099a23700c0d419 completed March 1, 2026, 10:58 a.m.
Created at: Feb. 28, 2026, 1:09 p.m.