Intelligence · Component · structured-news-intelligence

Structured news intelligence and multilingual analysis

Working Synthetic data T3 · Signal Stream & Alerts

What it does

Turn source articles into structured facts, entity/taxonomy assignments, analysis and localized renderings. Two variants use different processing pipelines; generated findings retain sources and require accuracy review.

Core pattern

Source text to structured facts + uncertainty and human review

Input
Enriched article text
Output
Facts, significance/uncertainty, graph metadata and localized reading blocks

Key parameters

NameTypeDefaultValues
articlesarray[]—
target_languagesarray[]—
stagesarray[]—
taxonomy———
include_citationsbooleantruefalse · true

Maturity and limits

Working

Seven concrete stage families, response validators, retry/requeue tooling and response-parsing tests. Source paths were inspected statically; tests and live integrations were not executed. This rating describes implemented code, not production validation.

No root reuse license found; publisher text/images require reuse rights; external model and crawler services require configuration. Model judgments and translations require review. Variant-specific dependencies, limits and weaker maturity are recorded under variants; these implementations are alternatives, not one deployed system.

Industry tags

  • Media & contentSource-supported industry

    For work involving editorial material, programs and reader services, use source text to structured facts followed by uncertainty and human review.

  • EnergyTransferable use

    For equipment supplier and regulatory update briefs, use source text to structured facts followed by uncertainty and human review.

Skills pack

Reference pack with offline tests

Download · 20KB

SHA-256 363e4f468f2a2a0ba1e34b621efda2bb63bb9a1ff19434ea6ee5e990b99da599

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