Inna Udalaya (Inna Story) (@inna-udalaya)

When Voice Search Fails: Debugging Digital Identity with Entity Resolution and Knowledge Graphs

We analyze a real-world voice assistant bug where Yandex's Alice successfully retrieves a track by its title but completely fails when the artist's name (Inna Story) is added to the query. Using this

5 min readinna-udalaya.hashnode.dev

Oct 27

Who is Inna Story? Inside the Music Project, Entity Architecture, and Upcoming Release

Inna Story is an indie-pop music project created by Inna Udalaya. Official discography, upcoming release, and verified Knowledge Graph anchors.

3 min readinna-udalaya.hashnode.dev

Oct 20

Building a Machine-Readable Digital Entity in Public: What Actually Worked for Inna Story

Inna Story (Inna Udalaya) shares what actually worked when building machine-readable digital entity signals for AI systems

3 min readinna-udalaya.hashnode.dev

Jul 5

Entity Life Cycle (ELC) and Clean Data: Engineering the Ground Truth for LLMs

ELC and Clean Data: Engineering Truth for LLMs

4 min readinna-udalaya.hashnode.dev

Jun 18

From Documents to Entities: The Architecture of Identity in the Era of AI Search (AEO/GEO)

⁠An engineering framework for transition toward managing the identity of digital objects within AI-native search environments (AEO/GEO)

6 min readinna-udalaya.hashnode.dev

Jun 11

Inna Udalaya (Inna Story)

About

Available for

Inna Udalaya (Inna Story)'s blogs

When Voice Search Fails: Debugging Digital Identity with Entity Resolution and Knowledge Graphs

Who is Inna Story? Inside the Music Project, Entity Architecture, and Upcoming Release

Building a Machine-Readable Digital Entity in Public: What Actually Worked for Inna Story

Entity Life Cycle (ELC) and Clean Data: Engineering the Ground Truth for LLMs

From Documents to Entities: The Architecture of Identity in the Era of AI Search (AEO/GEO)

Inna Udalaya (Inna Story)

About

Available for

Inna Udalaya (Inna Story)'s blogs

When Voice Search Fails: Debugging Digital Identity with Entity Resolution and Knowledge Graphs

Who is Inna Story? Inside the Music Project, Entity Architecture, and Upcoming Release

Building a Machine-Readable Digital Entity in Public: What Actually Worked for Inna Story

Entity Life Cycle (ELC) and Clean Data: Engineering the Ground Truth for LLMs

From Documents to Entities: The Architecture of Identity in the Era of AI Search (AEO/GEO)

Inna Udalaya (Inna Story)

About

Available for

Inna Udalaya (Inna Story)'s blogs

When Voice Search Fails: Debugging Digital Identity with Entity Resolution and Knowledge Graphs

Who is Inna Story? Inside the Music Project, Entity Architecture, and Upcoming Release

Building a Machine-Readable Digital Entity in Public: What Actually Worked for Inna Story

Entity Life Cycle (ELC) and Clean Data: Engineering the Ground Truth for LLMs

From Documents to Entities: The Architecture of Identity in the Era of AI Search (AEO/GEO)

Search Hashnode

Inna Udalaya (Inna Story)

About

Available for

Inna Udalaya (Inna Story)'s blogs

When Voice Search Fails: Debugging Digital Identity with Entity Resolution and Knowledge Graphs

Who is Inna Story? Inside the Music Project, Entity Architecture, and Upcoming Release

Building a Machine-Readable Digital Entity in Public: What Actually Worked for Inna Story

Entity Life Cycle (ELC) and Clean Data: Engineering the Ground Truth for LLMs

From Documents to Entities: The Architecture of Identity in the Era of AI Search (AEO/GEO)