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methodology [2026/07/22 17:44] (current) – created - external edit 127.0.0.1
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 +{{htmlmetatags>metatag-keywords=(rti wiki methodology, sourcing, fact-checking, ai disclosure, data sources)
 +metatag-description=(How RTI Wiki sources data, verifies claims, structures articles, and discloses AI assistance. Open methodology for reproducibility.)}}
 +
 +====== Methodology — how RTI Wiki sources, verifies, and publishes ======
 +
 +
 +
 +
 +{{ :social:auto:methodology.png?direct&1200 |Methodology — how RTI Wiki sources, verifies, and publishes — RTI Wiki}}
 +
 +<WRAP center round info 95%>
 +**Quick Reply:** How RTI Wiki sources data, verifies claims, structures articles, and discloses AI assistance. Open methodology for reproducibility.
 +</WRAP>
 +
 +<WRAP info>Open methodology for everything we publish. If a researcher or journalist wants to reproduce or audit any RTI Wiki claim, this page tells them exactly how.</WRAP>
 +
 +===== Source hierarchy =====
 +We use sources in this order of preference:
 +  - **Statutes** — RTI Act 2005, state RTI rules, related Acts (DPDP, CrPC, CCS Pension Rules, etc.)
 +  - **Constitutional bodies** — Supreme Court, High Court, CIC, SIC orders + judgments
 +  - **Government circulars** — DoPT Master Circular, ministry OMs, CVC manuals
 +  - **Official portals** — sansad.in, rsdoc.nic.in, lsdoc.nic.in, eci.gov.in, prsindia.org datasets, gov ministry portals
 +  - **Authoritative secondary** — PRS India, Common Cause, SNS reports, MyNeta, ADR
 +  - **News organisations** — The Hindu, The Wire, Caravan, LiveLaw, Bar & Bench (specific stories cited)
 +
 +We do **not** use sources of unverified provenance (random forums, undated screenshots, anonymous tipoffs).
 +
 +===== Data pipelines =====
 +Live structured data is mirrored from authoritative APIs:
 +
 +| Dataset | Source | Update cycle |
 +| Rajya Sabha members | https://rsdoc.nic.in/MemberGetData/getmemberall | Monthly |
 +| Lok Sabha members | https://sansad.in/api_ls/member | Monthly |
 +| Parliament bills | https://sansad.in/api_rs/legislation/getBills | Weekly |
 +| MP photos | https://sansad.in/getFile/... | Quarterly |
 +| Wikipedia bios | https://en.wikipedia.org/api/rest_v1/page/summary/ | Monthly |
 +| State portal status | Manual periodic verification | Quarterly |
 +| CIC orders | CIC website + manual indexing | Continuous |
 +
 +Source URL is preserved for every record. Every CSV download bears a "source" header.
 +
 +===== Article structure =====
 +Every editorial article follows the **14-block citizen-first format**:
 +  - Direct-answer block (≤50 words)
 +  - Hero image
 +  - DPDP banner (cookie compliance)
 +  - Lead paragraph
 +  - Legal framework (collapsible — citizens skip; lawyers expand)
 +  - Key principles (5-7 bullets)
 +  - Decision framework (5-7 numbered steps)
 +  - Template (copy-ready text in `<code>` block)
 +  - Illustrations (subject- or case-wise)
 +  - Case-law anchors (2-4 citations with takeaway)
 +  - Common mistakes (5-6 bullets)
 +  - Pro tips (4-5 bullets)
 +  - FAQs (3-5 Q&A)
 +  - Conclusion + Related reading + Sources + Last-reviewed date + tags
 +
 +===== AI assistance disclosure =====
 +We use LLMs (Anthropic Claude, Groq, OpenAI) for:
 +  * **AI Drafter outputs** — labelled "AI-drafted"
 +  * **Hindi summary generation** — labelled "Beta translation"
 +  * **Outcome Predictor reasoning** — labelled "AI-suggested"
 +  * **PIO Reply Checker analysis** — labelled "AI-suggested"
 +
 +We do NOT use LLMs to author the 700+ editorial articles or the case-law summaries without human verification of every fact.
 +
 +===== Fact-check protocol =====
 +Each article passes through:
 +  - **Author** — drafts + cites
 +  - **Editor** — independent review against sources
 +  - **Auto-checker** — CMS scans for unlinked-citation, broken-link, missing-source
 +  - **Publication** — green Verified badge applied
 +  - **Re-review cycle** — 12 months evergreen, 3 months time-sensitive
 +
 +When a CIC/SC/HC ruling we cite is reversed or modified, we update the article within 14 days of becoming aware.
 +
 +===== Reuse =====
 +Editorial content: **CC-BY 4.0** with attribution. Datasets: **CC-BY 4.0**. Tools: free use, no payment, no API rate limit other than fair use.
 +
 +===== Reproducibility =====
 +Want to reproduce our state-portal status table? CIC backlog stats? Bill counts? Every claim has a Source line at the bottom of its article. Click through. If you find a discrepancy, file a [[:corrections|correction]].
 +
 +
 +{{{{tag>methodology transparency sourcing}}}}
 +
 +
 +===== 🔗 Related guides =====
 +  * [[:about|About RTI Wiki — India's independent Right to Information reference]]
 +  * [[:cited-by|Cited by — RTI Wiki in journalism, research and government training]]
 +  * [[:corrections|Corrections — RTI Wiki corrections log + how to file one]]
 +  * [[:disclaimer|Disclaimer — RTI Wiki]]
 +  * [[:editorial-board|Editorial board — RTI Wiki]]
 +
 +{{tag>methodology trust transparency}}
  
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