Triple

T556395
Position Surface form Disambiguated ID Type / Status
Subject Cesare Beccaria E11949 entity
Predicate influencedBy P9 FINISHED
Object Helvétius
Helvétius was an 18th-century French philosopher and Enlightenment thinker known for his materialist views, emphasis on sensory experience, and influential writings on ethics and education.
E70794 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: Helvétius | Statement: [Cesare Beccaria, influencedBy, Helvétius]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Helvétius
Context triple: [Cesare Beccaria, influencedBy, Helvétius]
  • A. Baron d'Holbach
    Baron d'Holbach was an 18th-century French-German philosopher and prominent atheist known for his materialist and anti-religious writings that helped shape Enlightenment thought.
  • B. Jean-Jacques Rousseau
    Jean-Jacques Rousseau was an 18th-century Genevan philosopher, writer, and composer whose works on political theory, education, and human nature profoundly influenced modern democracy, romanticism, and revolutionary thought.
  • C. Montesquieu
    Montesquieu was an influential French Enlightenment philosopher best known for his theory of the separation of powers, which profoundly shaped modern constitutional government.
  • D. Voltaire
    Voltaire was an influential 18th-century French writer, philosopher, and satirist known for his advocacy of reason, civil liberties, and criticism of religious and political authority.
  • E. Pierre Bayle
    Pierre Bayle was a 17th-century French philosopher and skeptic whose critical writings on religion and tolerance profoundly shaped Enlightenment thought.
  • 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: Helvétius
Triple: [Cesare Beccaria, influencedBy, Helvétius]
Generated description
Helvétius was an 18th-century French philosopher and Enlightenment thinker known for his materialist views, emphasis on sensory experience, and influential writings on ethics and education.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Helvétius
Target entity description: Helvétius was an 18th-century French philosopher and Enlightenment thinker known for his materialist views, emphasis on sensory experience, and influential writings on ethics and education.
  • A. Baron d'Holbach
    Baron d'Holbach was an 18th-century French-German philosopher and prominent atheist known for his materialist and anti-religious writings that helped shape Enlightenment thought.
  • B. Jean-Jacques Rousseau
    Jean-Jacques Rousseau was an 18th-century Genevan philosopher, writer, and composer whose works on political theory, education, and human nature profoundly influenced modern democracy, romanticism, and revolutionary thought.
  • C. Montesquieu
    Montesquieu was an influential French Enlightenment philosopher best known for his theory of the separation of powers, which profoundly shaped modern constitutional government.
  • D. Voltaire
    Voltaire was an influential 18th-century French writer, philosopher, and satirist known for his advocacy of reason, civil liberties, and criticism of religious and political authority.
  • E. Pierre Bayle
    Pierre Bayle was a 17th-century French philosopher and skeptic whose critical writings on religion and tolerance profoundly shaped Enlightenment thought.
  • 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_69a4932941d08190815efd422f0b4ca7 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a4991ef9b0819092ec0407270373f4 completed March 1, 2026, 7:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4ed331fa481909bd9c633ac952585 completed March 2, 2026, 1:51 a.m.
NEDg Description generation batch_69a4ed9b0c48819094712480bce5a42d completed March 2, 2026, 1:53 a.m.
NED2 Entity disambiguation (via description) batch_69a4ee1d14e481908b37b72971c35597 completed March 2, 2026, 1:55 a.m.
Created at: March 1, 2026, 7:32 p.m.