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.