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.