Triple

T3707492
Position Surface form Disambiguated ID Type / Status
Subject Vilfredo Pareto E80927 entity
Predicate influencedBy P9 FINISHED
Object Hippolyte Taine
Hippolyte Taine was a 19th-century French philosopher, historian, and literary critic known for his deterministic approach to history and literature, emphasizing the roles of race, milieu, and moment in shaping human behavior and culture.
E382871 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: Hippolyte Taine | Statement: [Vilfredo Pareto, influencedBy, Hippolyte Taine]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hippolyte Taine
Context triple: [Vilfredo Pareto, influencedBy, Hippolyte Taine]
  • A. Jules Michelet
    Jules Michelet was a 19th-century French historian renowned for his multi-volume "Histoire de France" and for shaping modern, nationalist interpretations of French history.
  • B. Ernest Renan
    Ernest Renan was a 19th-century French philosopher, historian, and philologist best known for his influential works on early Christianity and his controversial book "Life of Jesus."
  • C. Ludovic Halévy
    Ludovic Halévy was a 19th-century French librettist and playwright best known for co-writing the libretto to Bizet’s opera "Carmen" and numerous successful operettas with Jacques Offenbach.
  • D. François Furet
    François Furet was a prominent French historian and intellectual best known for his influential reinterpretation of the French Revolution and his critiques of totalitarianism and communist ideology.
  • E. Johann Gustav Droysen
    Johann Gustav Droysen was a 19th-century German historian and philosopher of history, known for pioneering historicism and developing influential theories on historical interpretation and methodology.
  • 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: Hippolyte Taine
Triple: [Vilfredo Pareto, influencedBy, Hippolyte Taine]
Generated description
Hippolyte Taine was a 19th-century French philosopher, historian, and literary critic known for his deterministic approach to history and literature, emphasizing the roles of race, milieu, and moment in shaping human behavior and culture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hippolyte Taine
Target entity description: Hippolyte Taine was a 19th-century French philosopher, historian, and literary critic known for his deterministic approach to history and literature, emphasizing the roles of race, milieu, and moment in shaping human behavior and culture.
  • A. Jules Michelet
    Jules Michelet was a 19th-century French historian renowned for his multi-volume "Histoire de France" and for shaping modern, nationalist interpretations of French history.
  • B. Ernest Renan
    Ernest Renan was a 19th-century French philosopher, historian, and philologist best known for his influential works on early Christianity and his controversial book "Life of Jesus."
  • C. Ludovic Halévy
    Ludovic Halévy was a 19th-century French librettist and playwright best known for co-writing the libretto to Bizet’s opera "Carmen" and numerous successful operettas with Jacques Offenbach.
  • D. François Furet
    François Furet was a prominent French historian and intellectual best known for his influential reinterpretation of the French Revolution and his critiques of totalitarianism and communist ideology.
  • E. Johann Gustav Droysen
    Johann Gustav Droysen was a 19th-century German historian and philosopher of history, known for pioneering historicism and developing influential theories on historical interpretation and methodology.
  • 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_69ad8b1793888190a5f70e4b21dc05a1 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69adc57edd748190a006e15fa0248679 completed March 8, 2026, 6:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4ce0216bc8190b44d2950b7cb24c3 completed March 14, 2026, 2:54 a.m.
NEDg Description generation batch_69b4d1c2a384819090520b42574d6db5 completed March 14, 2026, 3:10 a.m.
NED2 Entity disambiguation (via description) batch_69b4d272436081909ace50a69524c672 completed March 14, 2026, 3:13 a.m.
Created at: March 8, 2026, 3:33 p.m.