Triple

T16216307
Position Surface form Disambiguated ID Type / Status
Subject Saint-Simonianism E393601 entity
Predicate hasKeyFigure P810 FINISHED
Object Michel Chevalier
Michel Chevalier was a 19th-century French economist, engineer, and political thinker known for promoting industrial development, free trade, and the ideas of the Saint-Simonian movement.
E1259518 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: Michel Chevalier | Statement: [Saint-Simonianism, hasKeyFigure, Michel Chevalier]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Michel Chevalier
Context triple: [Saint-Simonianism, hasKeyFigure, Michel Chevalier]
  • A. Philippe Duplessis-Mornay
    Philippe Duplessis-Mornay was a prominent French Huguenot theologian, writer, and statesman of the late 16th and early 17th centuries, often called the “Huguenot pope” for his leading role in Protestant thought and politics.
  • B. Francisque Aubert
    Francisque Aubert was a French artist associated with the École de Nancy, a movement known for its contributions to Art Nouveau in the late 19th and early 20th centuries.
  • C. Antoine de la Roche Chandieu
    Antoine de la Roche Chandieu was a 16th-century French Reformed theologian and pastor who played a key role in organizing and defending the early Protestant churches in France.
  • D. Auguste Toulmouche
    Auguste Toulmouche was a 19th-century French academic painter best known for his elegant, meticulously detailed depictions of fashionable Parisian women and domestic interiors.
  • E. Louis Le Breton
    Louis Le Breton was a 19th-century French marine painter and former naval surgeon known for his detailed seascapes and ship portraits.
  • 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: Michel Chevalier
Triple: [Saint-Simonianism, hasKeyFigure, Michel Chevalier]
Generated description
Michel Chevalier was a 19th-century French economist, engineer, and political thinker known for promoting industrial development, free trade, and the ideas of the Saint-Simonian movement.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Michel Chevalier
Target entity description: Michel Chevalier was a 19th-century French economist, engineer, and political thinker known for promoting industrial development, free trade, and the ideas of the Saint-Simonian movement.
  • A. Philippe Duplessis-Mornay
    Philippe Duplessis-Mornay was a prominent French Huguenot theologian, writer, and statesman of the late 16th and early 17th centuries, often called the “Huguenot pope” for his leading role in Protestant thought and politics.
  • B. Francisque Aubert
    Francisque Aubert was a French artist associated with the École de Nancy, a movement known for its contributions to Art Nouveau in the late 19th and early 20th centuries.
  • C. Antoine de la Roche Chandieu
    Antoine de la Roche Chandieu was a 16th-century French Reformed theologian and pastor who played a key role in organizing and defending the early Protestant churches in France.
  • D. Auguste Toulmouche
    Auguste Toulmouche was a 19th-century French academic painter best known for his elegant, meticulously detailed depictions of fashionable Parisian women and domestic interiors.
  • E. Louis Le Breton
    Louis Le Breton was a 19th-century French marine painter and former naval surgeon known for his detailed seascapes and ship portraits.
  • 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_69d87f1f5bd08190bd01cac0d5b9d2ef completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e227f660708190b6581ecfe218a15c completed April 17, 2026, 12:30 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0170db6c6881908f5670c8282f4097 completed May 11, 2026, 6:02 a.m.
NEDg Description generation batch_6a017351db88819097bfbec41920a488 completed May 11, 2026, 6:12 a.m.
NED2 Entity disambiguation (via description) batch_6a0175f8c7d48190896f375385829a34 completed May 11, 2026, 6:23 a.m.
Created at: April 10, 2026, 5:03 a.m.