Triple

T4575070
Position Surface form Disambiguated ID Type / Status
Subject Loïc Wacquant E123122 entity
Predicate studies P1945 FINISHED
Object French banlieues
French banlieues are suburban areas on the outskirts of major French cities, often characterized by large housing estates, socioeconomic marginalization, and intense public and academic debate over inequality, immigration, and urban policy.
E453702 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: French banlieues | Statement: [Loïc Wacquant, studies, French banlieues]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: French banlieues
Context triple: [Loïc Wacquant, studies, French banlieues]
  • A. Sarcelles
    Sarcelles is a northern suburb of Paris in the Île-de-France region, known for its large housing estates and diverse, multicultural population.
  • B. Commune of La Courneuve
    The Commune of La Courneuve is a suburban municipality in the northeastern outskirts of Paris, France, known for its diverse population and large urban park, Parc de La Courneuve.
  • C. Clichy
    Clichy is a suburban commune in the northwestern outskirts of Paris, France, known for its dense urban character and role as a residential and business hub.
  • D. Metropolitan France
    Metropolitan France is the part of France located in Europe, encompassing the mainland and nearby coastal islands, and forming the country’s primary political, economic, and demographic center.
  • E. Cité Soleil
    Cité Soleil is a densely populated and impoverished commune in the Port-au-Prince metropolitan area of Haiti, known for its informal settlements and chronic social and economic challenges.
  • 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: French banlieues
Triple: [Loïc Wacquant, studies, French banlieues]
Generated description
French banlieues are suburban areas on the outskirts of major French cities, often characterized by large housing estates, socioeconomic marginalization, and intense public and academic debate over inequality, immigration, and urban policy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: French banlieues
Target entity description: French banlieues are suburban areas on the outskirts of major French cities, often characterized by large housing estates, socioeconomic marginalization, and intense public and academic debate over inequality, immigration, and urban policy.
  • A. Sarcelles
    Sarcelles is a northern suburb of Paris in the Île-de-France region, known for its large housing estates and diverse, multicultural population.
  • B. Commune of La Courneuve
    The Commune of La Courneuve is a suburban municipality in the northeastern outskirts of Paris, France, known for its diverse population and large urban park, Parc de La Courneuve.
  • C. Clichy
    Clichy is a suburban commune in the northwestern outskirts of Paris, France, known for its dense urban character and role as a residential and business hub.
  • D. Metropolitan France
    Metropolitan France is the part of France located in Europe, encompassing the mainland and nearby coastal islands, and forming the country’s primary political, economic, and demographic center.
  • E. Cité Soleil
    Cité Soleil is a densely populated and impoverished commune in the Port-au-Prince metropolitan area of Haiti, known for its informal settlements and chronic social and economic challenges.
  • 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_69bd46466c7081909d07f36be2d08804 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd58c9f0bc81908d87f01ab067818a completed March 20, 2026, 2:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdd3e656a08190bb48d2ecae1eb798 completed March 20, 2026, 11:10 p.m.
NEDg Description generation batch_69bdd71b55d8819085340c8abb9c369e completed March 20, 2026, 11:24 p.m.
NED2 Entity disambiguation (via description) batch_69bdd78c9a008190b774db2742a3b371 completed March 20, 2026, 11:26 p.m.
Created at: March 20, 2026, 1:10 p.m.