tech.transparencia.news.enrichment
AI enrichment of a news article with structured analysis.
Details · record, key tid
| Kind | record |
|---|---|
| Record key | tid |
| Authority | news.transparencia.tech |
| Indexed |
Record
record · key tidProperties
Strong reference to the tech.transparencia.news.article record being enriched.
claims
arrayKey factual claims or assertions extracted from the article.
maxLength: 10
clickbaitReasoning
stringExplanation of the clickbait score.
maxLength: 5000maxGraphemes: 1000
clickbaitScore
integerHow accurately the headline represents the actual content. 0=pure clickbait (misleading/sensationalist title), 10=headline perfectly represents the article.
minimum: 0maximum: 10
Primary domain/vertical of the article content, aligned with IPTC Media Topics top-level categories.
maxLength: 64knownValues: arts-culture-entertainment | crime-law-justice | disaster-accident | economy-business-finance | education | environment | health | human-interest | labour | lifestyle-leisure | politics | religion | science-technology | society | sport | conflict-war-peace | weather
costUsd
stringEstimated cost of this enrichment in USD as a decimal string (e.g., '0.001234'). Allows consumers to audit AI spend transparently.
maxLength: 32
When this enrichment was generated.
economicIndicators
arrayEconomic data points mentioned in the article.
maxLength: 10
emotionalTone
stringEmotional framing of the article, independent of political orientation.
maxLength: 32knownValues: alarmist | critical | neutral | optimistic | celebratory | melancholic | informative | satirical | inspirational | sensationalist | technical | investigative
Primary category of the news event.
maxLength: 64knownValues: announcement | policy-legislation | election-vote | appointment-resignation | scandal-controversy | investigation-audit | court-ruling-legal | protest-demonstration | armed-conflict | natural-disaster | accident | crime-incident | market-movement | earnings-financial-results | merger-acquisition | product-launch | product-recall | scientific-discovery | medical-breakthrough | epidemic-health-crisis | infrastructure-project | cultural-event | awards-ceremony | match-result | transfer-signing | tournament-competition | record-achievement | death-obituary | interview-profile | opinion-editorial | data-report-study | forecast-prediction | regulatory-action | environmental-incident | diplomatic-relations | humanitarian-crisis | trend-analysis | review-critique | other
factCheckability
integerHow verifiable are the article's claims? 1=pure opinion, 5=hard data with checkable sources.
minimum: 1maximum: 5
Estimated relevance and significance. 1=minor local note, 5=nationally or industry-wide relevant, 10=global crisis or historic event.
minimum: 1maximum: 10
impactReasoning
stringExplanation of the impact score.
maxLength: 5000maxGraphemes: 1000
inputTokens
integerNumber of input tokens sent to the AI model for this enrichment.
language
string · languageLanguage of this enrichment's free-text fields (BCP-47, e.g., 'es', 'en').
locations
arrayGeographic locations referenced in the article.
maxLength: 20
AI model identifier used for this enrichment (e.g., 'gemini-2.5-flash').
maxLength: 256
modelVersion
stringSpecific model version or checkpoint if available.
maxLength: 128
neutralHeadline
stringAI-rewritten neutral headline, stripped of editorial bias.
maxLength: 2048maxGraphemes: 512
organizationEntities
arrayOrganizations mentioned in the article with structured metadata.
maxLength: 30
orientationConfidence
stringConfidence in the orientation assessment (decimal string 0-1).
maxLength: 16
orientationReasoning
stringExplanation of why this orientation was assigned.
maxLength: 5000maxGraphemes: 1000
outputTokens
integerNumber of output tokens received from the AI model for this enrichment.
people
arrayPeople mentioned in the article with role and sentiment.
maxLength: 50
politicalOrientation
stringDetected political bias of the article's framing (not the topic itself).
maxLength: 32knownValues: left | center-left | center | center-right | right | neutral
readingLevel
stringEstimated reading difficulty of the original article.
maxLength: 32knownValues: basic | intermediate | advanced
region
stringGeographic scope of the article's relevance.
maxLength: 32knownValues: local | state | national | regional | global
structuredRefs
arrayTyped references to external entities (laws, stocks, products, teams, etc.).
maxLength: 20
AI-generated summary of the article (2-3 sentences).
maxLength: 10000maxGraphemes: 2000
timeline
arrayChronological events mentioned in the article.
maxLength: 20
topics
arrayMain topics covered (max 10).
maxLength: 10
maxLength: 512maxGraphemes: 128
Similar lexicons
semantic matchLexicons whose schemas describe something close to this one. Check them before publishing a new one that overlaps.
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A news article from a media outlet, representing the raw published content before any AI enrichment.
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AI- or analyst-generated enrichment attached to a Diario Oficial de la Federación (México) nota. Captures legal and administrative semantics — type of act, document class, legal effects, obligations, compliance items, related references — while also exposing cross-domain fields (contentDomain, eventType, region) so DOF and news enrichments can be analyzed together.