Triple

T12530238
Position Surface form Disambiguated ID Type / Status
Subject Clichy-sous-Bois E299542 entity
Predicate eventLocation P373 FINISHED
Object 2005 French riots
The 2005 French riots were a series of widespread urban disturbances and clashes with police that erupted in disadvantaged suburbs across France, sparked by the deaths of two teenagers in a Paris suburb and highlighting deep social and economic inequalities.
E986252 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: 2005 French riots | Statement: [Clichy-sous-Bois, eventLocation, 2005 French riots]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 2005 French riots
Context triple: [Clichy-sous-Bois, eventLocation, 2005 French riots]
  • A. May 1968 protests in France
    The May 1968 protests in France were a massive wave of student and worker demonstrations, strikes, and occupations that challenged traditional authority and nearly brought the country to a standstill, becoming a defining moment of radical politics and cultural change.
  • B. Paris barricades of 1832
    The Paris barricades of 1832 were a series of revolutionary street uprisings in the French capital, famously depicted in Victor Hugo’s "Les Misérables" as a doomed republican insurrection.
  • C. Amiens prison raid
    The Amiens prison raid was a daring low-level Allied air attack in February 1944 aimed at breaching a German-occupied prison in Amiens, France, to free members of the French Resistance and other detainees during World War II.
  • D. May 1958 crisis in France
    The May 1958 crisis in France was a political upheaval sparked by the Algerian War that led to the collapse of the Fourth Republic and the return to power of Charles de Gaulle, paving the way for the establishment of the Fifth Republic.
  • E. June Days Uprising
    The June Days Uprising was a major 1848 workers’ revolt in Paris, violently suppressed by the government, that exposed deep social and political divisions in the early French Second Republic.
  • 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: 2005 French riots
Triple: [Clichy-sous-Bois, eventLocation, 2005 French riots]
Generated description
The 2005 French riots were a series of widespread urban disturbances and clashes with police that erupted in disadvantaged suburbs across France, sparked by the deaths of two teenagers in a Paris suburb and highlighting deep social and economic inequalities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 2005 French riots
Target entity description: The 2005 French riots were a series of widespread urban disturbances and clashes with police that erupted in disadvantaged suburbs across France, sparked by the deaths of two teenagers in a Paris suburb and highlighting deep social and economic inequalities.
  • A. May 1968 protests in France
    The May 1968 protests in France were a massive wave of student and worker demonstrations, strikes, and occupations that challenged traditional authority and nearly brought the country to a standstill, becoming a defining moment of radical politics and cultural change.
  • B. Paris barricades of 1832
    The Paris barricades of 1832 were a series of revolutionary street uprisings in the French capital, famously depicted in Victor Hugo’s "Les Misérables" as a doomed republican insurrection.
  • C. Amiens prison raid
    The Amiens prison raid was a daring low-level Allied air attack in February 1944 aimed at breaching a German-occupied prison in Amiens, France, to free members of the French Resistance and other detainees during World War II.
  • D. May 1958 crisis in France
    The May 1958 crisis in France was a political upheaval sparked by the Algerian War that led to the collapse of the Fourth Republic and the return to power of Charles de Gaulle, paving the way for the establishment of the Fifth Republic.
  • E. June Days Uprising
    The June Days Uprising was a major 1848 workers’ revolt in Paris, violently suppressed by the government, that exposed deep social and political divisions in the early French Second Republic.
  • 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_69d6ada5cdd48190860d9ce30aff69be completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d95469d100819087c83bc55e3ec9ce completed April 10, 2026, 7:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69f64bc674e881908673e1f9103cc8be completed May 2, 2026, 7:08 p.m.
NEDg Description generation batch_69f64c7d337c81909ee9ea52158a756f completed May 2, 2026, 7:11 p.m.
NED2 Entity disambiguation (via description) batch_69f64d653b988190b11d061f55ef7192 completed May 2, 2026, 7:15 p.m.
Created at: April 8, 2026, 9:57 p.m.