Triple

T15337743
Position Surface form Disambiguated ID Type / Status
Subject Bruno Taut E366710 entity
Predicate employer P7 FINISHED
Object GEHAG (Gemeinnützige Heimstätten-, Spar- und Bau-Aktiengesellschaft)
GEHAG (Gemeinnützige Heimstätten-, Spar- und Bau-Aktiengesellschaft) was a major Berlin-based non-profit housing and building company known for developing innovative, socially oriented residential estates in the early 20th century.
 E1151339 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: GEHAG (Gemeinnützige Heimstätten-, Spar- und Bau-Aktiengesellschaft) | Statement: [Bruno Taut, employer, GEHAG (Gemeinnützige Heimstätten-, Spar- und Bau-Aktiengesellschaft)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: GEHAG (Gemeinnützige Heimstätten-, Spar- und Bau-Aktiengesellschaft)
Context triple: [Bruno Taut, employer, GEHAG (Gemeinnützige Heimstätten-, Spar- und Bau-Aktiengesellschaft)]
  • A. GEHA
    GEHA is a U.S.-based not-for-profit health and dental benefits provider that primarily serves federal employees and retirees.
  • B. Vereinigte Berlinische Bodenkredit-Aktiengesellschaft
    Vereinigte Berlinische Bodenkredit-Aktiengesellschaft was a German mortgage and land credit bank based in Berlin that played a role in financing real estate and related enterprises.
  • C. Ernst Göhner Foundation
    The Ernst Göhner Foundation is a major Swiss charitable foundation that supports cultural, social, educational, and environmental projects, funded by the legacy of entrepreneur Ernst Göhner.
  • D. Giersch Foundation
    The Giersch Foundation is a German philanthropic organization known for supporting art, culture, and academic institutions, including the Goethe University in Frankfurt.
  • E. GEH
    GEH is the commonly used abbreviation for Grey Enterprises Holdings, Inc., the fictional multinational corporation owned by Christian Grey in the "Fifty Shades" series.
  • 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: GEHAG (Gemeinnützige Heimstätten-, Spar- und Bau-Aktiengesellschaft)
Triple: [Bruno Taut, employer, GEHAG (Gemeinnützige Heimstätten-, Spar- und Bau-Aktiengesellschaft)]
Generated description
GEHAG (Gemeinnützige Heimstätten-, Spar- und Bau-Aktiengesellschaft) was a major Berlin-based non-profit housing and building company known for developing innovative, socially oriented residential estates in the early 20th century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: GEHAG (Gemeinnützige Heimstätten-, Spar- und Bau-Aktiengesellschaft)
Target entity description: GEHAG (Gemeinnützige Heimstätten-, Spar- und Bau-Aktiengesellschaft) was a major Berlin-based non-profit housing and building company known for developing innovative, socially oriented residential estates in the early 20th century.
  • A. GEHA
    GEHA is a U.S.-based not-for-profit health and dental benefits provider that primarily serves federal employees and retirees.
  • B. Vereinigte Berlinische Bodenkredit-Aktiengesellschaft
    Vereinigte Berlinische Bodenkredit-Aktiengesellschaft was a German mortgage and land credit bank based in Berlin that played a role in financing real estate and related enterprises.
  • C. Ernst Göhner Foundation
    The Ernst Göhner Foundation is a major Swiss charitable foundation that supports cultural, social, educational, and environmental projects, funded by the legacy of entrepreneur Ernst Göhner.
  • D. Giersch Foundation
    The Giersch Foundation is a German philanthropic organization known for supporting art, culture, and academic institutions, including the Goethe University in Frankfurt.
  • E. GEH
    GEH is the commonly used abbreviation for Grey Enterprises Holdings, Inc., the fictional multinational corporation owned by Christian Grey in the "Fifty Shades" series.
  • 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_69d85a1355608190a6673ddb67231d54 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03e11b22c81908280efe65acd5454 completed April 16, 2026, 1:40 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff01f2ee9c819080fce24ed13a07c7 completed May 9, 2026, 9:44 a.m.
NEDg Description generation batch_69ff02a62dcc819087eddd2f0b4c29cb completed May 9, 2026, 9:47 a.m.
NED2 Entity disambiguation (via description) batch_69ff036153588190ae46fcde257eb3cb completed May 9, 2026, 9:50 a.m.
Created at: April 10, 2026, 3:17 a.m.