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.