{
  "schema_version": "1.0",
  "canonical": true,
  "last_updated": "2026-08-22",
  "records": [
    {
      "id": "mena-stat-id-alpha",
      "type": "Benchmark",
      "title": "MENA-STAT-ID: Statistical Identity Benchmark",
      "authors": [
        "Layan Oraidi",
        "MENA Open Data & Evidence Lab"
      ],
      "abstract": "A bilingual, vintage-aware public alpha testing whether systems preserve population, period, unit, method, vintage and source when retrieving or comparing official MENA statistics. The deterministic seed contains 42 source-derived cases and 84 Arabic-English prompt variants.",
      "publication_date": "2026-08-22",
      "version": "0.1.0-alpha",
      "status": "public-alpha",
      "evidence": [
        "OFFICIAL SOURCE",
        "REAL PUBLIC DATA",
        "PENDING VALIDATION"
      ],
      "geography": "MENA purposive seed; source cases across 11 countries",
      "doi": null,
      "suggested_citation": "Aloreidi, L. (2026). MENA-STAT-ID: Statistical Identity Benchmark, v0.1.0-alpha. MENA Open Data & Evidence Lab.",
      "data": [
        "/data/mena-stat-id-alpha.json",
        "/data/mena-stat-id-prompts.csv",
        "/data/mena-stat-id-schema.json"
      ],
      "code": "/scripts/score_mena_stat_id.py",
      "replication_package": null,
      "methodology": "/research/mena-stat-id/METHODOLOGY.md",
      "review_status": "Founder-produced public alpha; Arabic prompt review, hidden-test design and independent methodological review pending; 0 external reviewers",
      "corrections": "/corrections.html",
      "license": "Lab-authored benchmark metadata and code; underlying official data and documents remain subject to source terms",
      "bibtex": null,
      "ris": null
    },
    {
      "id": "menalab-ev-001",
      "type": "Evidence Note",
      "title": "Same Label, Different Statistic #001: Which Saudi unemployment rate are you comparing?",
      "authors": [
        "MENA Open Data & Evidence Lab"
      ],
      "abstract": "A source-linked Saudi Arabia–Jordan unemployment comparability audit showing why Saudi Arabia's 6.4% Q1 2026 unemployment rate among Saudis cannot be directly compared with Jordan's 16.1% total-population rate, and introducing the MENA Lab Comparability Record.",
      "publication_date": "2026-08-18",
      "version": "1.0",
      "status": "published",
      "evidence": [
        "OFFICIAL SOURCE",
        "REAL PUBLIC DATA",
        "FOUNDER PRODUCED"
      ],
      "geography": "Saudi Arabia; Jordan",
      "doi": null,
      "suggested_citation": "MENA Open Data & Evidence Lab (2026). Same Label, Different Statistic #001: Which Saudi unemployment rate are you comparing? MENALAB-EV-001, version 1.0.",
      "data": [
        "/data/menalab-ev-001-comparability-record.csv",
        "/data/menalab-ev-001-source-ledger.csv",
        "/data/menalab-ev-001-comparability-record.json"
      ],
      "code": null,
      "replication_package": null,
      "methodology": "/evidence/same-label-different-statistic-001.html",
      "review_status": "Primary-source comparability audit; population-scope failure verified; scope-aligned pairings remain CAUTION pending full cross-country methodological audit; independent reproduction pending",
      "corrections": "/corrections.html",
      "license": "Lab-authored evidence note; underlying official data and documents remain subject to source terms",
      "bibtex": null,
      "ris": null
    },
    {
      "id": "menalab-rf-001",
      "type": "Release Forensics",
      "title": "Saudi Arabia Didn't Become 14% Larger Overnight",
      "authors": [
        "MENA Open Data & Evidence Lab"
      ],
      "abstract": "A source-linked forensic case on GASTAT's comprehensive revision of Saudi Arabia's 2023 GDP at current prices, documenting the 14.1% revision, the changed non-oil share and sector estimates, and the research distinction between official source and statistical vintage.",
      "publication_date": "2026-08-18",
      "version": "1.0",
      "status": "published",
      "evidence": [
        "OFFICIAL SOURCE",
        "REAL PUBLIC DATA",
        "FOUNDER PRODUCED"
      ],
      "geography": "Saudi Arabia",
      "doi": null,
      "suggested_citation": "MENA Open Data & Evidence Lab (2026). Saudi Arabia Didn't Become 14% Larger Overnight: Release Forensics MENALAB-RF-001. Version 1.0.",
      "data": [
        "/data/menalab-rf-001.json",
        "/data/mena-official-statistics-revision-archive.csv"
      ],
      "code": null,
      "replication_package": null,
      "methodology": "/release-forensics-001.html",
      "review_status": "Source-linked forensic case; severity is an R3 candidate pending calibrated cross-case thresholds; independent reproduction pending",
      "corrections": "/corrections.html",
      "license": "Lab-authored research note; underlying official data and documents remain subject to source terms",
      "bibtex": null,
      "ris": null
    },
    {
      "id": "research-release-004",
      "type": "Research Release",
      "title": "Research Release 004: Statistical Memory Loss",
      "authors": [
        "MENA Open Data & Evidence Lab"
      ],
      "abstract": "A source-linked survivability audit of historical official-statistics releases across Jordan, Morocco, Saudi Arabia and Egypt, examining whether original release pages, files, bilingual pairs, archive paths and machine-retrievable provenance remain recoverable over time.",
      "publication_date": "2026-08-17",
      "version": "1.0",
      "status": "published",
      "evidence": [
        "OFFICIAL SOURCE",
        "REAL PUBLIC DATA",
        "FOUNDER PRODUCED"
      ],
      "geography": "Jordan; Morocco; Saudi Arabia; Egypt",
      "doi": null,
      "suggested_citation": "MENA Open Data & Evidence Lab (2026). Research Release 004: Statistical Memory Loss. Version 1.0.",
      "data": [
        "/data/release-004-survivability-audit.csv",
        "/data/release-004-statistical-memory-score.csv"
      ],
      "code": null,
      "replication_package": null,
      "methodology": "/release-004.html",
      "review_status": "Source-linked survivability pilot; byte-level hash monitoring is not yet established and several file-access dimensions remain partial; independent reproduction pending",
      "corrections": "/corrections.html",
      "license": "Lab-authored research release; underlying official data and documents remain subject to source terms",
      "bibtex": null,
      "ris": null
    },
    {
      "id": "research-release-003",
      "type": "Research Release",
      "title": "Research Release 003: The Revision Economy",
      "authors": [
        "MENA Open Data & Evidence Lab"
      ],
      "abstract": "A source-linked vintage study comparing first-release and later official GDP estimates across Morocco, Jordan and Saudi Arabia, measuring revision magnitudes and auditing whether superseded releases remain recoverable.",
      "publication_date": "2026-08-17",
      "version": "1.0",
      "status": "published",
      "evidence": [
        "OFFICIAL SOURCE",
        "REAL PUBLIC DATA",
        "FOUNDER PRODUCED"
      ],
      "geography": "Morocco; Jordan; Saudi Arabia",
      "doi": null,
      "suggested_citation": "MENA Open Data & Evidence Lab (2026). Research Release 003: The Revision Economy. Version 1.0.",
      "data": [
        "/data/release-003-revision-pairs.csv",
        "/data/release-003-vintage-availability.csv"
      ],
      "code": null,
      "replication_package": null,
      "methodology": "/release-003.html",
      "review_status": "Source-linked vintage pilot; formal revision-policy documentation and machine-readable frozen-vintage archives remain incomplete in the audited perimeter; independent reproduction pending",
      "corrections": "/corrections.html",
      "license": "Lab-authored research release; underlying official data remain subject to source terms",
      "bibtex": null,
      "ris": null
    },
    {
      "id": "research-release-002",
      "type": "Research Release",
      "title": "Research Release 002: CPI measurement, decision-time information sets and statistical transparency",
      "authors": [
        "MENA Open Data & Evidence Lab"
      ],
      "abstract": "A three-object official-source release comparing CPI measurement architecture across Jordan, Egypt, Morocco, Saudi Arabia and the UAE; reconstructing the information set around Jordan's 18 June 2026 monetary-policy decision; and publishing a six-dimension statistical-transparency benchmark pilot.",
      "publication_date": "2026-08-17",
      "version": "1.0",
      "status": "published",
      "evidence": [
        "OFFICIAL SOURCE",
        "REAL PUBLIC DATA",
        "FOUNDER PRODUCED"
      ],
      "geography": "Jordan; Egypt; Morocco; Saudi Arabia; United Arab Emirates",
      "doi": null,
      "suggested_citation": "MENA Open Data & Evidence Lab (2026). Research Release 002: CPI measurement, decision-time information sets and statistical transparency. Version 1.0.",
      "data": [
        "/data/cpi-comparability-five-country-2026.csv",
        "/data/what-was-knowable-jordan-2026-06-18.csv",
        "/data/statistical-transparency-benchmark-five-country-2026.csv"
      ],
      "code": null,
      "replication_package": null,
      "methodology": "/release-002.html",
      "review_status": "Source-linked pilot release; unresolved metadata remain explicitly partial or unverified; independent reproduction pending",
      "corrections": "/corrections.html",
      "license": "Lab-authored research release; underlying official data remain subject to source terms",
      "bibtex": null,
      "ris": null
    },
    {
      "id": "research-release-001",
      "type": "Research Release",
      "title": "Research Release 001: Official-statistics forensics, comparability and evidence lineage",
      "authors": [
        "MENA Open Data & Evidence Lab"
      ],
      "abstract": "A cross-program research release documenting language-dependent public-file timestamps in Jordan's official statistical archive and formalizing seven flagship programmes for prices, labour comparability, AI adoption, vintages, procurement, release timing and evidence lineage.",
      "publication_date": "2026-08-17",
      "version": "1.1",
      "status": "published",
      "evidence": [
        "OFFICIAL SOURCE",
        "REAL PUBLIC DATA",
        "FOUNDER PRODUCED"
      ],
      "geography": "MENA; Jordan pilot",
      "doi": null,
      "suggested_citation": "MENA Open Data & Evidence Lab (2026). Research Release 001: Official-statistics forensics, comparability and evidence lineage. Version 1.1.",
      "data": "/data/release-001-jordan-language-timing.csv",
      "code": null,
      "replication_package": null,
      "methodology": "/release-001.html",
      "review_status": "Source-linked forensic release; archive expansion and independent reproduction pending",
      "corrections": "/corrections.html",
      "license": "Lab-authored research release; underlying official data remain subject to source terms",
      "bibtex": null,
      "ris": null
    },
    {
      "id": "jordan-cpi-h1-2026",
      "type": "Evidence Brief",
      "title": "Jordan CPI, January–June 2026",
      "authors": [
        "MENA Open Data & Evidence Lab"
      ],
      "abstract": "A source-linked descriptive note showing that Jordan's official annual headline CPI rate rose from 1.06% in January to 2.83% in May 2026 before easing to 2.79% in June, while month-on-month inflation cooled to 0.14% by June.",
      "publication_date": "2026-08-17",
      "version": "1.0",
      "status": "published",
      "evidence": [
        "OFFICIAL SOURCE",
        "REAL PUBLIC DATA"
      ],
      "geography": "Jordan",
      "doi": null,
      "suggested_citation": "MENA Open Data & Evidence Lab (2026). Jordan CPI, January–June 2026: Evidence Brief. Version 1.0.",
      "data": "/data/jordan-cpi-h1-2026.csv",
      "code": null,
      "replication_package": null,
      "methodology": "/evidence/jordan-cpi-h1-2026.html#evidence-perimeter",
      "review_status": "Source-linked descriptive note; Observatory independent source audit remains pending",
      "corrections": "/corrections.html",
      "license": "Lab-authored note; underlying official data remain subject to source terms",
      "bibtex": null,
      "ris": null
    },
    {
      "id": "unemployment-comparability-jordan-egypt-morocco",
      "type": "Data Note",
      "title": "When does the same unemployment rate stop meaning the same thing? Jordan, Egypt and Morocco",
      "authors": [
        "MENA Open Data & Evidence Lab"
      ],
      "abstract": "A source-linked comparison of labour-force measurement perimeters showing that Jordan, Egypt and Morocco all center unemployment measurement on a 15+ framework while differing materially in population scope and classification architecture.",
      "publication_date": "2026-08-17",
      "version": "1.0",
      "status": "published",
      "evidence": [
        "OFFICIAL SOURCE",
        "REAL PUBLIC DATA",
        "FOUNDER PRODUCED"
      ],
      "geography": "Jordan; Egypt; Morocco",
      "doi": null,
      "suggested_citation": "MENA Open Data & Evidence Lab (2026). When does the same unemployment rate stop meaning the same thing? Jordan, Egypt and Morocco. Data Note, version 1.0.",
      "data": "/data/unemployment-comparability-jordan-egypt-morocco.csv",
      "code": null,
      "replication_package": null,
      "methodology": "/evidence/unemployment-comparability-jordan-egypt-morocco.html#method",
      "review_status": "Source-linked descriptive measurement note; independent reproduction pending",
      "corrections": "/corrections.html",
      "license": "Lab-authored note; underlying official definitions remain subject to source terms",
      "bibtex": null,
      "ris": null
    },
    {
      "id": "procurement-intelligence",
      "type": "Data Product",
      "title": "MENA Funding & Procurement Intelligence",
      "authors": [
        "MENA Open Data & Evidence Lab"
      ],
      "abstract": "A normalized official-source procurement evidence product covering open opportunities, pipeline notices, procurement plans and disclosed contract awards across MENA.",
      "publication_date": "2026-08-13",
      "version": "public-preview",
      "status": "live",
      "evidence": [
        "OFFICIAL SOURCE",
        "REAL PUBLIC DATA"
      ],
      "geography": "Middle East and North Africa",
      "doi": null,
      "suggested_citation": "MENA Open Data & Evidence Lab (2026). MENA Funding & Procurement Intelligence, public preview.",
      "data": "/data/manifest.json",
      "code": "/scripts/fetch-procurement-data.mjs",
      "replication_package": null,
      "methodology": "/intelligence.html#method",
      "review_status": "Internal QA documented; independent reproduction pending",
      "corrections": "/policies.html#corrections",
      "license": "See repository LICENSE and source-specific access terms",
      "bibtex": null,
      "ris": null
    },
    {
      "id": "price-observatory",
      "type": "Dataset",
      "title": "Official Price Release Observatory",
      "authors": [
        "MENA Open Data & Evidence Lab"
      ],
      "abstract": "A release-candidate dataset linking official price observations to geography, month, source release and provenance records.",
      "publication_date": null,
      "version": "v0.3.0-rc1",
      "status": "release-candidate",
      "evidence": [
        "OFFICIAL SOURCE",
        "REAL PUBLIC DATA",
        "PENDING VALIDATION"
      ],
      "geography": "MENA pilot coverage",
      "doi": null,
      "suggested_citation": null,
      "data": "https://github.com/layan985/mena-economic-narrative-stress-observatory",
      "code": "https://github.com/layan985/mena-economic-narrative-stress-observatory",
      "replication_package": null,
      "methodology": "https://github.com/layan985/mena-economic-narrative-stress-observatory",
      "review_status": "Independent source audit pending",
      "corrections": "/policies.html#corrections",
      "license": "See project repository",
      "bibtex": null,
      "ris": null
    },
    {
      "id": "ai-labor",
      "type": "Dataset",
      "title": "MENA Firm AI Adoption and Labor Adjustment",
      "authors": [
        "MENA Open Data & Evidence Lab"
      ],
      "abstract": "A developing firm-level panel linking employment observations to saved source evidence for research on AI adoption and labor adjustment in MENA firms.",
      "publication_date": null,
      "version": "v0.2.0a2",
      "status": "collection-in-progress",
      "evidence": [
        "REAL PUBLIC DATA",
        "PENDING VALIDATION"
      ],
      "geography": "MENA firm sample",
      "doi": null,
      "suggested_citation": null,
      "data": "https://github.com/layan985/mena-firm-ai-labor-adjustment",
      "code": "https://github.com/layan985/mena-firm-ai-labor-adjustment",
      "replication_package": null,
      "methodology": "https://github.com/layan985/mena-firm-ai-labor-adjustment",
      "review_status": "Collection and independent second-human coding incomplete",
      "corrections": "/policies.html#corrections",
      "license": "See project repository",
      "bibtex": null,
      "ris": null
    },
    {
      "id": "workshop-001",
      "type": "Teaching",
      "title": "Workshop 001 — Reproducing an Economics Paper from Raw Data",
      "authors": [
        "MENA Open Data & Evidence Lab"
      ],
      "abstract": "A 90-minute reproducibility workshop with slides, notebook, exercise and answer key.",
      "publication_date": null,
      "scheduled_date": "2026-08-23",
      "version": "001",
      "status": "scheduled",
      "evidence": [
        "PENDING VALIDATION"
      ],
      "geography": "Regional / online",
      "doi": null,
      "suggested_citation": null,
      "data": null,
      "code": "/programs/modern/",
      "replication_package": null,
      "methodology": "/programs/modern/",
      "review_status": "Delivery and participant reproduction evidence pending",
      "corrections": "/policies.html#corrections",
      "license": "See workshop materials",
      "bibtex": null,
      "ris": null
    }
  ]
}
