Enrichment Keywords

bauingenieurwesen.at

2 extractions
Models:deepseek-v4-flashgemini-2.5-flash-lite
Languages:DE

Latest two extractions

Model comparison

Run A

deepseek-v4-flash

keyword_expansion/v1

Language: DE · Single domain

Name style: Compound

Run B

gemini-2.5-flash-lite

keyword_expansion/v1

Language: DE · Single domain

Name style: Dictionary

Different modelsSame prompt versionSame languageSame run kindDifferent name styles

Comparing output from deepseek-v4-flash vs gemini-2.5-flash-lite. Keyword differences may reflect model behavior, not just prompt or data changes.

Run A

deepseek-v4-flash

Prompt: keyword_expansion/v1

c16bd76b-48f7-4187-93b4-67f0fd94b038

6/15/2026, 5:03:26 PM

completedSingle domainLatest

9 keywords · 88% confidence · DE · Compound

A civil engineering firm providing design, construction management, and infrastructure consulting. Services include structural analysis, road and bridge engineering, and project planning for public and private sector clients.

Run B

gemini-2.5-flash-lite

Prompt: keyword_expansion/v1

1307e11a-a932-4aeb-bc80-8abc0c86616f

6/15/2026, 5:01:41 PM

completedSingle domain

8 keywords · 95% confidence · DE · Dictionary

A platform for civil engineering, offering information, resources, and services related to building and structural design and planning. It serves professionals and students in the construction and engineering sectors.

Only in deepseek-v4-flash

7

Only in gemini-2.5-flash-lite

6

Confidence changed

1

Unchanged

1

Keyword diff

StatusCategoryTermdeepseek-v4-flashgemini-2.5-flash-liteChange
Only in run Ause_casebuild75%—75% → —
Only in run Aliteralcivil95%—95% → —
Only in run Aindustryconstruction90%—90% → —
Only in run Ause_caseconsulting70%—70% → —
Only in run Aliteralengineering95%—95% → —
Only in run Aindustryinfrastructure85%—85% → —
Only in run Aexpandedstructural80%—80% → —
Only in run Bindustrybuilding—85%— → 85%
Only in run Bindustrycivil engineering—98%— → 98%
Only in run Bexpandedconstruction engineering—95%— → 95%
Only in run Bindustryengineering—80%— → 80%
Only in run Buse_caseplan—70%— → 70%
Only in run Bexpandedstructural engineering—90%— → 90%
Confidence changeduse_casedesign80%75%80% → 75%
Sameliteralbauingenieurwesen100%100%100%

Run A output

deepseek-v4-flash

deepseek-v4-flashdeepseekcompletedSingle domainLatest6/15/2026, 5:03:26 PM
Interpretation

Language

DE

Primary

Civil engineering services including design, construction, and infrastructure consulting

Semantic description

A civil engineering firm providing design, construction management, and infrastructure consulting. Services include structural analysis, road and bridge engineering, and project planning for public and private sector clients.

Domain signals

Name style

Compound

Geo

—

Typo

No

Pronounceability

60%

Keywords (9)

Literal

bauingenieurwesen100%engineering95%civil95%

Expanded

structural80%

Industry

construction90%infrastructure85%

Use case

design80%build75%consulting70%
LLM debug
Provider
deepseek
Model
deepseek-v4-flash
Thinking budget
—
Thinking type
—

Run B output

gemini-2.5-flash-lite

gemini-2.5-flash-litegeminicompletedSingle domain6/15/2026, 5:01:41 PM
Interpretation

Language

DE

Primary

Civil engineering services and information

Semantic description

A platform for civil engineering, offering information, resources, and services related to building and structural design and planning. It serves professionals and students in the construction and engineering sectors.

Domain signals

Name style

Dictionary

Geo

—

Typo

No

Pronounceability

70%

Keywords (8)

Literal

bauingenieurwesen100%

Expanded

construction engineering95%structural engineering90%

Industry

civil engineering98%building85%engineering80%

Use case

design75%plan70%
LLM debug
Provider
gemini
Model
gemini-2.5-flash-lite
Thinking budget
—
Thinking type
—

All extractions

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Extraction 2 of 2

Latest

deepseek-v4-flash

Prompt: keyword_expansion/v1

completedSingle domain9 keywords88%DE

6/15/2026, 5:03:26 PM

Civil engineering services including design, construction, and infrastructure consulting

Interpretation

Language

DE

Primary

Civil engineering services including design, construction, and infrastructure consulting

Semantic description

A civil engineering firm providing design, construction management, and infrastructure consulting. Services include structural analysis, road and bridge engineering, and project planning for public and private sector clients.

Domain signals

Name style

Compound

Geo

—

Typo

No

Pronounceability

60%

Keywords (9)

Literal

bauingenieurwesen100%engineering95%civil95%

Expanded

structural80%

Industry

construction90%infrastructure85%

Use case

design80%build75%consulting70%
LLM debug
Provider
deepseek
Model
deepseek-v4-flash
Thinking budget
—
Thinking type
—

Extraction 1 of 2

gemini-2.5-flash-lite

Prompt: keyword_expansion/v1

completedSingle domain8 keywords95%DE

6/15/2026, 5:01:41 PM

Civil engineering services and information

Interpretation

Language

DE

Primary

Civil engineering services and information

Semantic description

A platform for civil engineering, offering information, resources, and services related to building and structural design and planning. It serves professionals and students in the construction and engineering sectors.

Domain signals

Name style

Dictionary

Geo

—

Typo

No

Pronounceability

70%

Keywords (8)

Literal

bauingenieurwesen100%

Expanded

construction engineering95%structural engineering90%

Industry

civil engineering98%building85%engineering80%

Use case

design75%plan70%
LLM debug
Provider
gemini
Model
gemini-2.5-flash-lite
Thinking budget
—
Thinking type
—