Triple
T3476675
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Siemensstadt housing estate, Berlin |
E73391
|
entity |
| Predicate | partOfUrbanPlanningMovement |
P49199
|
FINISHED |
| Object |
Berlin social housing reform of the 1920s
The Berlin social housing reform of the 1920s was a pioneering municipal program that created modern, affordable, and hygienic housing estates, reshaping the city’s urban landscape and setting international standards for social housing design.
|
E353654
|
NE FINISHED |
How this triple was built (5 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: Berlin social housing reform of the 1920s | Statement: [Siemensstadt housing estate, Berlin, partOfUrbanPlanningMovement, Berlin social housing reform of the 1920s]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Berlin social housing reform of the 1920s Context triple: [Siemensstadt housing estate, Berlin, partOfUrbanPlanningMovement, Berlin social housing reform of the 1920s]
-
A.
Berlin Modernism Housing Estates (Schillerpark Estate)
The Berlin Modernism Housing Estates (Schillerpark Estate) is a pioneering early 20th-century social housing complex in Berlin, celebrated for its functionalist architecture and influential role in modern urban residential design.
-
B.
Bauhaus Weimar
Bauhaus Weimar was the original campus of the influential Bauhaus art, design, and architecture school founded by Walter Gropius in Weimar, Germany in 1919.
-
C.
Dessau-Törten housing estate
The Dessau-Törten housing estate is a pioneering modernist residential development in Dessau, Germany, designed in the 1920s as a large-scale social housing project associated with the Bauhaus movement.
-
D.
Bismarck’s social insurance laws
Bismarck’s social insurance laws were pioneering late-19th-century German welfare measures that introduced state-backed health, accident, and old-age insurance, laying the foundation for modern social security systems.
-
E.
Berlin Childhood around 1900
Berlin Childhood around 1900 is Walter Benjamin’s lyrical, autobiographical collection of memory sketches that evokes his bourgeois Jewish upbringing in turn-of-the-century Berlin.
- 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: Berlin social housing reform of the 1920s Triple: [Siemensstadt housing estate, Berlin, partOfUrbanPlanningMovement, Berlin social housing reform of the 1920s]
Generated description
The Berlin social housing reform of the 1920s was a pioneering municipal program that created modern, affordable, and hygienic housing estates, reshaping the city’s urban landscape and setting international standards for social housing design.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Berlin social housing reform of the 1920s Target entity description: The Berlin social housing reform of the 1920s was a pioneering municipal program that created modern, affordable, and hygienic housing estates, reshaping the city’s urban landscape and setting international standards for social housing design.
-
A.
Berlin Modernism Housing Estates (Schillerpark Estate)
chosen
The Berlin Modernism Housing Estates (Schillerpark Estate) is a pioneering early 20th-century social housing complex in Berlin, celebrated for its functionalist architecture and influential role in modern urban residential design.
-
B.
Bauhaus Weimar
Bauhaus Weimar was the original campus of the influential Bauhaus art, design, and architecture school founded by Walter Gropius in Weimar, Germany in 1919.
-
C.
Dessau-Törten housing estate
The Dessau-Törten housing estate is a pioneering modernist residential development in Dessau, Germany, designed in the 1920s as a large-scale social housing project associated with the Bauhaus movement.
-
D.
Bismarck’s social insurance laws
Bismarck’s social insurance laws were pioneering late-19th-century German welfare measures that introduced state-backed health, accident, and old-age insurance, laying the foundation for modern social security systems.
-
E.
Berlin Childhood around 1900
Berlin Childhood around 1900 is Walter Benjamin’s lyrical, autobiographical collection of memory sketches that evokes his bourgeois Jewish upbringing in turn-of-the-century Berlin.
- F. None of above.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: partOfUrbanPlanningMovement Context triple: [Siemensstadt housing estate, Berlin, partOfUrbanPlanningMovement, Berlin social housing reform of the 1920s]
-
A.
partOfUrbanPlanBy
Indicates that something is included as a component or element within an urban plan created or overseen by a specified agent.
-
B.
roleInUrbanPlan
Indicates the specific function, responsibility, or position an entity holds within an urban planning context or scheme.
-
C.
urbanPlanningFunction
Indicates a functional role or purpose that something serves within the planning, organization, or management of urban spaces and infrastructure.
-
D.
hasUrbanPlanningImportance
Indicates that something plays a significant role or has notable relevance in the context of urban planning decisions, policies, or outcomes.
-
E.
urbanDesign
Indicates the relationship in which an entity is responsible for planning, organizing, or shaping the physical layout and functional structure of urban spaces.
- F. None of above. chosen
Provenance (7 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_69ad85b3c9b08190857cae74c7f36da9 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adbb5a5cb88190be5624ae224e4c91 |
completed | March 8, 2026, 6:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b3681586788190ade529f584b76396 |
completed | March 13, 2026, 1:27 a.m. |
| NEDg | Description generation | batch_69b3696adb2c81909f67c90c31921097 |
completed | March 13, 2026, 1:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b36d2bd5e88190b425e71d2585e9dc |
completed | March 13, 2026, 1:49 a.m. |
| PD | Predicate disambiguation | batch_69adae07802c8190919c49b0e65b2797 |
completed | March 8, 2026, 5:12 p.m. |
| PDg | Predicate description generation | batch_69adb21a437c81908bca88d5e123d744 |
completed | March 8, 2026, 5:30 p.m. |
Created at: March 8, 2026, 3:17 p.m.