Enrichment Keywords

ascotholdings.com

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

Latest two extractions

Model comparison

Run A

deepseek-v4-flash

keyword_expansion/v1

Language: EN · Single domain

Name style: Compound

Run B

gemini-2.5-flash-lite

keyword_expansion/v1

Language: EN · Single domain

Name style: Compound

Different modelsSame prompt versionSame languageSame run kindSame name style

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

b8380d28-8b0c-4a7d-b982-bb109f436a59

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

completedSingle domainLatest

9 keywords · 80% confidence · EN · Compound

A holding company that manages a portfolio of investments and assets. The firm strategically invests in diverse sectors to generate long-term returns for stakeholders.

Run B

gemini-2.5-flash-lite

Prompt: keyword_expansion/v1

5a5bc8f3-fd40-4a00-a0e5-b267ec12bb30

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

completedSingle domain

9 keywords · 95% confidence · EN · Compound

Ascot Holdings is a company focused on managing and investing in assets. It likely operates within the financial sector, providing investment services or holding various company shares.

Only in deepseek-v4-flash

4

Only in gemini-2.5-flash-lite

4

Confidence changed

3

Unchanged

2

Keyword diff

StatusCategoryTermdeepseek-v4-flashgemini-2.5-flash-liteChange
Only in run Abrandasco60%—60% → —
Only in run Aexpandedasset90%—90% → —
Only in run Ause_caseinvest85%—85% → —
Only in run Aexpandedportfolio75%—75% → —
Only in run Bliteralascot—98%— → 98%
Only in run Bexpandedassets—70%— → 70%
Only in run Bexpandedcompany—60%— → 60%
Only in run Buse_casefund—70%— → 70%
Confidence changedindustryfinance80%85%80% → 85%
Confidence changedindustryinvestment85%90%85% → 90%
Confidence changeduse_casemanage70%75%70% → 75%
Sameliteralascotholdings100%100%100%
Sameliteralholdings98%98%98%

Run A output

deepseek-v4-flash

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

Language

EN

Primary

An investment holding company or asset management firm

Semantic description

A holding company that manages a portfolio of investments and assets. The firm strategically invests in diverse sectors to generate long-term returns for stakeholders.

Domain signals

Name style

Compound

Geo

—

Typo

No

Pronounceability

85%

Keywords (9)

Literal

ascotholdings100%holdings98%

Expanded

asset90%portfolio75%

Industry

investment85%finance80%

Use case

invest85%manage70%

Brand

asco60%
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

EN

Primary

An investment or financial holdings company named Ascot.

Semantic description

Ascot Holdings is a company focused on managing and investing in assets. It likely operates within the financial sector, providing investment services or holding various company shares.

Domain signals

Name style

Compound

Geo

—

Typo

No

Pronounceability

95%

Keywords (9)

Literal

ascotholdings100%holdings98%ascot98%

Expanded

assets70%company60%

Industry

investment90%finance85%

Use case

manage75%fund70%
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 keywords80%EN

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

An investment holding company or asset management firm

Interpretation

Language

EN

Primary

An investment holding company or asset management firm

Semantic description

A holding company that manages a portfolio of investments and assets. The firm strategically invests in diverse sectors to generate long-term returns for stakeholders.

Domain signals

Name style

Compound

Geo

—

Typo

No

Pronounceability

85%

Keywords (9)

Literal

ascotholdings100%holdings98%

Expanded

asset90%portfolio75%

Industry

investment85%finance80%

Use case

invest85%manage70%

Brand

asco60%
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 domain9 keywords95%EN

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

An investment or financial holdings company named Ascot.

Interpretation

Language

EN

Primary

An investment or financial holdings company named Ascot.

Semantic description

Ascot Holdings is a company focused on managing and investing in assets. It likely operates within the financial sector, providing investment services or holding various company shares.

Domain signals

Name style

Compound

Geo

—

Typo

No

Pronounceability

95%

Keywords (9)

Literal

ascotholdings100%holdings98%ascot98%

Expanded

assets70%company60%

Industry

investment90%finance85%

Use case

manage75%fund70%
LLM debug
Provider
gemini
Model
gemini-2.5-flash-lite
Thinking budget
—
Thinking type
—