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Valid Time and Record Time: When Information Applied and When It Was Recorded

Valid Time and Record Time: When Information Applied and When It Was Recorded

by lucent | Nov 1, 2026 | Automation, Information Architecture, Retrieval, Workflow | 0 comments

Valid time describes when information applies in the world being modeled. Record time describes when that information was represented in a system’s records. These timelines often overlap, but they answer different questions. A regulation might take effect on January 1...
Dependency Management in Web Projects

Dependency Management in Web Projects

by lucent | Oct 31, 2026 | Information Architecture, Security, Workflow | 0 comments

Dependency management is the practice of selecting, recording, updating, and reviewing the software and services a project relies on. In web projects, those dependencies may include JavaScript packages, frameworks, WordPress plugins, build tools, server libraries, and...
Temporal Retrieval: Finding Information That Was True at the Relevant Time

Temporal Retrieval: Finding Information That Was True at the Relevant Time

by lucent | Oct 29, 2026 | Information Architecture, Retrieval, Workflow | 0 comments

Temporal retrieval is the process of finding information that fits the time relevant to a question. It considers not only what a source says, but when that information applied, when it was recorded, and which version supports the answer. The newest document may...
Workflow Timeouts: When Waiting Ends but the Work May Continue

Workflow Timeouts: When Waiting Ends but the Work May Continue

by lucent | Oct 29, 2026 | HITL, Information Architecture, Optimization, Workflow | 0 comments

A workflow timeout means that a component reached its configured waiting limit without receiving the response or completion signal it expected. It does not, by itself, establish what happened to the underlying work. A browser may stop waiting while a server continues...
When More Context Can Make AI Responses Degrade

When More Context Can Make AI Responses Degrade

by lucent | Oct 28, 2026 | Information Architecture, Optimization, Retrieval, Workflow | 1 comment

More context can improve an AI response when it supplies relevant facts, necessary instructions, or useful examples. It can also reduce response quality when it introduces conflicting directions, outdated information, repetition, or material unrelated to the current...
Named Entity Recognition, Entity Linking, and Relationship Extraction

Named Entity Recognition, Entity Linking, and Relationship Extraction

by lucent | Oct 10, 2026 | HTML, Information Architecture, Optimization, Retrieval | 1 comment

Named entity recognition, entity linking, and relationship extraction are related language-processing tasks, but they do not perform the same work. Named entity recognition detects words or phrases that may refer to entities such as people, organizations, places,...
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