Triple

T16569767
Position Surface form Disambiguated ID Type / Status
Subject Frédéric Le Play E402553 entity
Predicate notableWork P4 FINISHED
Object Les Ouvriers européens
Les Ouvriers européens is a seminal 19th-century sociological study by Frédéric Le Play that systematically analyzes the living conditions and family budgets of European workers.
E1220806 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: Les Ouvriers européens | Statement: [Frédéric Le Play, notableWork, Les Ouvriers européens]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Les Ouvriers européens
Context triple: [Frédéric Le Play, notableWork, Les Ouvriers européens]
  • A. Der Arbeiter
    Der Arbeiter is a 1932 philosophical-political treatise by Ernst Jünger that explores the figure of the “worker” as a new, technologically shaped type of human dominating modern mass society.
  • B. L’Europe nouvelle
    L’Europe nouvelle was a prominent early 20th-century French political and cultural review known for its pro-European, internationalist outlook and influential commentary on contemporary affairs.
  • C. L’Humanité
    L’Humanité is a French daily newspaper historically associated with the French Communist Party and known for its left-wing political stance.
  • D. Mémoires d’une Européenne
    Mémoires d’une Européenne is the multi-volume autobiographical work of French journalist, feminist, and politician Louise Weiss, chronicling her life and the major political and social upheavals of 20th-century Europe.
  • E. Le Système industriel
    Le Système industriel is a foundational 19th-century work of social and economic theory by Henri de Saint-Simon that advocates reorganizing society around industrial production and scientific progress.
  • 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: Les Ouvriers européens
Triple: [Frédéric Le Play, notableWork, Les Ouvriers européens]
Generated description
Les Ouvriers européens is a seminal 19th-century sociological study by Frédéric Le Play that systematically analyzes the living conditions and family budgets of European workers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Les Ouvriers européens
Target entity description: Les Ouvriers européens is a seminal 19th-century sociological study by Frédéric Le Play that systematically analyzes the living conditions and family budgets of European workers.
  • A. Der Arbeiter
    Der Arbeiter is a 1932 philosophical-political treatise by Ernst Jünger that explores the figure of the “worker” as a new, technologically shaped type of human dominating modern mass society.
  • B. L’Europe nouvelle
    L’Europe nouvelle was a prominent early 20th-century French political and cultural review known for its pro-European, internationalist outlook and influential commentary on contemporary affairs.
  • C. L’Humanité
    L’Humanité is a French daily newspaper historically associated with the French Communist Party and known for its left-wing political stance.
  • D. Mémoires d’une Européenne
    Mémoires d’une Européenne is the multi-volume autobiographical work of French journalist, feminist, and politician Louise Weiss, chronicling her life and the major political and social upheavals of 20th-century Europe.
  • E. Le Système industriel
    Le Système industriel is a foundational 19th-century work of social and economic theory by Henri de Saint-Simon that advocates reorganizing society around industrial production and scientific progress.
  • 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_69d8838648088190acf97ef11fc3f61b completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e359580f548190a21afd148bc22d8d completed April 18, 2026, 10:13 a.m.
NED1 Entity disambiguation (via context triple) batch_6a006ee616a0819089b3cdc1da951735 completed May 10, 2026, 11:41 a.m.
NEDg Description generation batch_6a006f9043b8819086143b2ec0cf1657 completed May 10, 2026, 11:44 a.m.
NED2 Entity disambiguation (via description) batch_6a00701fc1848190b3248a70b462eab1 completed May 10, 2026, 11:46 a.m.
Created at: April 10, 2026, 5:16 a.m.