Triple
T18563407
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | French banlieues |
E453702
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object |
HLM (habitation à loyer modéré)
HLM (habitation à loyer modéré) are French social housing units designed to provide affordable rents for low- and middle-income residents, often managed by public or semi-public bodies.
|
E1331004
|
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: HLM (habitation à loyer modéré) | Statement: [French banlieues, associatedWith, HLM (habitation à loyer modéré)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: HLM (habitation à loyer modéré) Context triple: [French banlieues, associatedWith, HLM (habitation à loyer modéré)]
-
A.
Villete
Villete is a fictional town in Charlotte Brontë’s novel of the same name, serving as the atmospheric setting for Lucy Snowe’s experiences in a girls’ boarding school.
-
B.
Cité de la Muette housing complex
The Cité de la Muette housing complex is a former modernist residential estate in Drancy, France, that became infamous as a major internment and transit camp for Jews during World War II.
-
C.
Rue des Hautes-Formes housing complex
The Rue des Hautes-Formes housing complex is an influential Parisian residential project by architect Christian de Portzamparc, noted for its innovative urban design and integration into the surrounding city fabric.
-
D.
Quartier du Mail
Quartier du Mail is a historic neighborhood in central Paris known for its traditional streets, Haussmann-era architecture, and proximity to major commercial and cultural areas of the city.
-
E.
Immeuble locatif à la Porte Molitor
Immeuble locatif à la Porte Molitor is a residential building in Paris designed by Le Corbusier that exemplifies his modernist architectural principles and forms part of his UNESCO-listed works.
- 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: HLM (habitation à loyer modéré) Triple: [French banlieues, associatedWith, HLM (habitation à loyer modéré)]
Generated description
HLM (habitation à loyer modéré) are French social housing units designed to provide affordable rents for low- and middle-income residents, often managed by public or semi-public bodies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: HLM (habitation à loyer modéré) Target entity description: HLM (habitation à loyer modéré) are French social housing units designed to provide affordable rents for low- and middle-income residents, often managed by public or semi-public bodies.
-
A.
Villete
Villete is a fictional town in Charlotte Brontë’s novel of the same name, serving as the atmospheric setting for Lucy Snowe’s experiences in a girls’ boarding school.
-
B.
Cité de la Muette housing complex
The Cité de la Muette housing complex is a former modernist residential estate in Drancy, France, that became infamous as a major internment and transit camp for Jews during World War II.
-
C.
Rue des Hautes-Formes housing complex
The Rue des Hautes-Formes housing complex is an influential Parisian residential project by architect Christian de Portzamparc, noted for its innovative urban design and integration into the surrounding city fabric.
-
D.
Quartier du Mail
Quartier du Mail is a historic neighborhood in central Paris known for its traditional streets, Haussmann-era architecture, and proximity to major commercial and cultural areas of the city.
-
E.
Immeuble locatif à la Porte Molitor
Immeuble locatif à la Porte Molitor is a residential building in Paris designed by Le Corbusier that exemplifies his modernist architectural principles and forms part of his UNESCO-listed works.
- 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_69d8d38974308190a9174430ef256b73 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e53afc57448190abd90167d7e12a18 |
completed | April 19, 2026, 8:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a049ae7faa48190954e42f20eeebbf0 |
completed | May 13, 2026, 3:38 p.m. |
| NEDg | Description generation | batch_6a049c461c288190955ac8cdaefc055d |
completed | May 13, 2026, 3:44 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a049cbbc0288190be82f11e660b7dff |
completed | May 13, 2026, 3:46 p.m. |
Created at: April 10, 2026, 11:42 a.m.