tech.transparencia.news.enrichment

AI enrichment of a news article with structured analysis.

Details · record, key tid
Kindrecord
Record keytid
Authoritynews.transparencia.tech
Indexed

Record

record · key tid

Properties

article

requiredref

Strong reference to the tech.transparencia.news.article record being enriched.

claims

array

Key factual claims or assertions extracted from the article.

  • maxLength: 10
itemsref

Explanation of the clickbait score.

  • maxLength: 5000
  • maxGraphemes: 1000

How accurately the headline represents the actual content. 0=pure clickbait (misleading/sensationalist title), 10=headline perfectly represents the article.

  • minimum: 0
  • maximum: 10

contentDomain

requiredstring

Primary domain/vertical of the article content, aligned with IPTC Media Topics top-level categories.

  • maxLength: 64
  • knownValues: 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

string

Estimated cost of this enrichment in USD as a decimal string (e.g., '0.001234'). Allows consumers to audit AI spend transparently.

  • maxLength: 32

createdAt

requiredstring · datetime

When this enrichment was generated.

Economic data points mentioned in the article.

  • maxLength: 10

Emotional framing of the article, independent of political orientation.

  • maxLength: 32
  • knownValues: alarmist | critical | neutral | optimistic | celebratory | melancholic | informative | satirical | inspirational | sensationalist | technical | investigative

eventType

requiredstring

Primary category of the news event.

  • maxLength: 64
  • knownValues: 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

How verifiable are the article's claims? 1=pure opinion, 5=hard data with checkable sources.

  • minimum: 1
  • maximum: 5

impactLevel

requiredinteger

Estimated relevance and significance. 1=minor local note, 5=nationally or industry-wide relevant, 10=global crisis or historic event.

  • minimum: 1
  • maximum: 10

Explanation of the impact score.

  • maxLength: 5000
  • maxGraphemes: 1000

Number of input tokens sent to the AI model for this enrichment.

language

string · language

Language of this enrichment's free-text fields (BCP-47, e.g., 'es', 'en').

Geographic locations referenced in the article.

  • maxLength: 20

modelUsed

requiredstring

AI model identifier used for this enrichment (e.g., 'gemini-2.5-flash').

  • maxLength: 256

Specific model version or checkpoint if available.

  • maxLength: 128

AI-rewritten neutral headline, stripped of editorial bias.

  • maxLength: 2048
  • maxGraphemes: 512

Organizations mentioned in the article with structured metadata.

  • maxLength: 30

Confidence in the orientation assessment (decimal string 0-1).

  • maxLength: 16

Explanation of why this orientation was assigned.

  • maxLength: 5000
  • maxGraphemes: 1000

Number of output tokens received from the AI model for this enrichment.

people

array

People mentioned in the article with role and sentiment.

  • maxLength: 50
itemsref

Detected political bias of the article's framing (not the topic itself).

  • maxLength: 32
  • knownValues: left | center-left | center | center-right | right | neutral

Estimated reading difficulty of the original article.

  • maxLength: 32
  • knownValues: basic | intermediate | advanced

region

string

Geographic scope of the article's relevance.

  • maxLength: 32
  • knownValues: local | state | national | regional | global

Keywords for event matching and clustering.

  • maxLength: 15
itemsstring
  • maxLength: 256
  • maxGraphemes: 64

Typed references to external entities (laws, stocks, products, teams, etc.).

  • maxLength: 20

summary

requiredstring

AI-generated summary of the article (2-3 sentences).

  • maxLength: 10000
  • maxGraphemes: 2000

Chronological events mentioned in the article.

  • maxLength: 20

topics

array

Main topics covered (max 10).

  • maxLength: 10
itemsstring
  • maxLength: 512
  • maxGraphemes: 128

Similar lexicons

semantic match

Lexicons whose schemas describe something close to this one. Check them before publishing a new one that overlaps.

  • A news article from a media outlet, representing the raw published content before any AI enrichment.

  • 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.