Triple

T22317099
Position Surface form Disambiguated ID Type / Status
Subject Gallus E551673 entity
Predicate hasRedevelopmentProject P3322 FINISHED
Object Europaviertel urban development
Europaviertel urban development is a large-scale mixed-use urban regeneration project in Frankfurt am Main that transforms former railway and industrial land into a modern district with residential, commercial, and leisure spaces.
E1530234 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: Europaviertel urban development | Statement: [Gallus, hasRedevelopmentProject, Europaviertel urban development]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Europaviertel urban development
Context triple: [Gallus, hasRedevelopmentProject, Europaviertel urban development]
  • A. Charles Center urban renewal project
    The Charles Center urban renewal project was a major mid-20th-century redevelopment initiative in downtown Baltimore that transformed a declining commercial district into a modern office and retail complex.
  • B. Bicocca district redevelopment, Milan
    The Bicocca district redevelopment in Milan is a major urban regeneration project that transformed a former industrial area into a modern mixed-use neighborhood of housing, offices, university facilities, and cultural spaces.
  • C. Gropiusstadt
    Gropiusstadt is a large modernist housing estate and Berlin neighborhood in the borough of Neukölln, known for its high-rise residential blocks designed by architect Walter Gropius.
  • D. Space for Life district
    The Space for Life district is Montreal’s major museum and science complex dedicated to nature and the environment, encompassing institutions like the Biodôme, Insectarium, Botanical Garden, and Planetarium.
  • E. Lanxmeer eco-district
    Lanxmeer eco-district is a pioneering sustainable neighborhood in Culemborg, Netherlands, known for its ecological design, community participation, and innovative water and energy management.
  • 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: Europaviertel urban development
Triple: [Gallus, hasRedevelopmentProject, Europaviertel urban development]
Generated description
Europaviertel urban development is a large-scale mixed-use urban regeneration project in Frankfurt am Main that transforms former railway and industrial land into a modern district with residential, commercial, and leisure spaces.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Europaviertel urban development
Target entity description: Europaviertel urban development is a large-scale mixed-use urban regeneration project in Frankfurt am Main that transforms former railway and industrial land into a modern district with residential, commercial, and leisure spaces.
  • A. Charles Center urban renewal project
    The Charles Center urban renewal project was a major mid-20th-century redevelopment initiative in downtown Baltimore that transformed a declining commercial district into a modern office and retail complex.
  • B. Bicocca district redevelopment, Milan
    The Bicocca district redevelopment in Milan is a major urban regeneration project that transformed a former industrial area into a modern mixed-use neighborhood of housing, offices, university facilities, and cultural spaces.
  • C. Gropiusstadt
    Gropiusstadt is a large modernist housing estate and Berlin neighborhood in the borough of Neukölln, known for its high-rise residential blocks designed by architect Walter Gropius.
  • D. Space for Life district
    The Space for Life district is Montreal’s major museum and science complex dedicated to nature and the environment, encompassing institutions like the Biodôme, Insectarium, Botanical Garden, and Planetarium.
  • E. Lanxmeer eco-district
    Lanxmeer eco-district is a pioneering sustainable neighborhood in Culemborg, Netherlands, known for its ecological design, community participation, and innovative water and energy management.
  • 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_69e11e4776588190abb21e5cea79973f completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f157535eb48190adbefbb619cb5fcd completed April 29, 2026, 12:56 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0accaa3b7c81908ffa1bddc6a65ee1 completed May 18, 2026, 8:24 a.m.
NEDg Description generation batch_6a0acd57919c8190a24a7e92d4c92f75 completed May 18, 2026, 8:27 a.m.
NED2 Entity disambiguation (via description) batch_6a0acdf32f608190907c4f60265048e0 completed May 18, 2026, 8:29 a.m.
Created at: April 16, 2026, 8:42 p.m.