diff --git a/Data/US-Inflation/CPI-US-Monthly-1947-2025.csv b/Data/US-Inflation/CPI-US-Monthly-1947-2025.csv
index e416e0b..e649620 100644
--- a/Data/US-Inflation/CPI-US-Monthly-1947-2025.csv
+++ b/Data/US-Inflation/CPI-US-Monthly-1947-2025.csv
@@ -943,3 +943,4 @@ observation_date,CPIAUCSL
 2025-06-01,321.500
 2025-07-01,322.132
 2025-08-01,323.364
+2025-09-01,324.368
diff --git a/Data/US-Inflation/source.md b/Data/US-Inflation/source.md
new file mode 100644
index 0000000..cd46fc5
--- /dev/null
+++ b/Data/US-Inflation/source.md
@@ -0,0 +1,688 @@
+# U.S. Consumer Price Index (CPI-U) - Inflation Time Series
+
+**Source ID:** DS-00003
+**Record Created:** 2025-10-25
+**Last Updated:** 2025-10-25
+**Cataloger:** Substrate Data Curation
+**Review Status:** Reviewed
+
+---
+
+## Bibliographic Information
+
+### Title Statement
+- **Main Title:** Consumer Price Index for All Urban Consumers: All Items in U.S. City Average (CPIAUCSL)
+- **Subtitle:** Monthly U.S. Inflation Measure, Seasonally Adjusted (1947-Present)
+- **Abbreviated Title:** CPI-U, CPIAUCSL
+- **Variant Titles:** U.S. CPI, Consumer Price Index, Inflation Index, CPI All Items
+
+### Responsibility Statement
+- **Publisher/Issuing Body:** Federal Reserve Bank of St. Louis (FRED)
+- **Department/Division:** Federal Reserve Economic Data (FRED) Division
+- **Contributors:** Bureau of Labor Statistics (BLS - primary source), U.S. Department of Labor
+- **Contact Information:** stlsFRED@stls.frb.org
+
+### Publication Information
+- **Place of Publication:** St. Louis, Missouri, USA (FRED); Washington, D.C., USA (BLS)
+- **Date of First Publication:** 1947-01 (monthly series)
+- **Publication Frequency:** Monthly (released mid-month, typically day 12-15)
+- **Current Status:** Active
+
+### Edition/Version Information
+- **Current Version:** Continuous monthly updates
+- **Version History:** 1947-present continuous series; base period re-anchored periodically (current: 1982-1984 = 100)
+- **Versioning Scheme:** Monthly releases with minimal historical revisions
+
+---
+
+## Authority Statement
+
+### Organizational Authority
+
+**Issuing Organization Analysis:**
+- **Official Name:** Federal Reserve Bank of St. Louis (FRED aggregator); Bureau of Labor Statistics (BLS - primary authority)
+- **Type:** Federal Reserve Bank (FRED); Federal Government Statistical Agency (BLS)
+- **Established:** FRED: 1991; BLS: 1884 (140+ years of labor statistics)
+- **Mandate:** Federal Reserve Act (FRED); Bureau of Labor Statistics Act - authority to measure labor market conditions and price changes
+- **Parent Organization:** Federal Reserve System (FRED); U.S. Department of Labor (BLS)
+- **Governance Structure:** Federal Reserve Bank board (FRED); Presidential appointment + Senate confirmation (BLS Commissioner)
+
+**Domain Authority:**
+- **Subject Expertise:** Price measurement, inflation statistics (BLS 140+ years); economic data aggregation (FRED 30+ years)
+- **Recognition:** BLS is U.S. principal statistical agency for labor and price statistics; CPI is the most widely-used inflation measure globally
+- **Publication History:** CPI published since 1913 (various forms), continuous monthly since 1947; FRED since 1991
+- **Peer Recognition:** Federal Reserve, Treasury, Social Security Administration, academic economists worldwide cite BLS CPI
+
+**Quality Oversight:**
+- **Peer Review:** BLS methodology reviewed by National Academy of Sciences, academic economists (Boskin Commission, others)
+- **Editorial Board:** Technical Advisory Committee on the Consumer Price Index
+- **Scientific Committee:** Bureau of Labor Statistics leadership (professional economists and statisticians)
+- **External Audit:** Subject to Government Accountability Office (GAO) oversight
+- **Certification:** Follows international standards (ILO CPI Manual, UN Statistical Commission)
+
+**Independence Assessment:**
+- **Funding Model:** Federal appropriations (no commercial interests)
+- **Political Independence:** Professional statistical agency; BLS Commissioner serves under civil service protections; statutory independence
+- **Commercial Interests:** None (federal government mission)
+- **Transparency:** Complete methodology documentation (BLS Handbook of Methods); data collection procedures published
+
+### Data Authority
+
+**Provenance Classification:**
+- **Source Type:** Primary (BLS direct measurement from price collection)
+- **Data Origin:** BLS collects ~80,000 price quotes monthly from ~23,000 retail and service establishments across 75 urban areas
+- **Chain of Custody:** Price collectors → BLS field offices → National office aggregation → Statistical analysis → FRED aggregation → Public access
+
+**Primary Source Characteristics:**
+- BLS is the authoritative U.S. statistical agency for CPI compilation
+- Direct measurement from retail prices (in-person and online price collection)
+- Legal mandate under Bureau of Labor Statistics Act
+- Follows internationally-recognized Consumer Price Index methodology (ILO CPI Manual)
+
+---
+
+## Scope Note
+
+### Content Description
+
+**Subject Coverage:**
+- **Primary Subjects:** Inflation, Price Indices, Cost of Living, Consumer Economics
+- **Secondary Subjects:** Macroeconomics, Monetary Policy, Purchasing Power, Real Value Adjustments
+- **Subject Classification:**
+  - LC: HB (Economic Theory), HC (Economic History and Conditions)
+  - Dewey: 338.5 (Prices), 330.973 (U.S. Economics)
+- **Keywords:** CPI, Consumer Price Index, inflation, price index, purchasing power, cost of living, real wages, deflator, basket of goods, seasonally adjusted
+
+**Geographic Coverage:**
+- **Spatial Scope:** United States (75 urban areas covering ~93% of U.S. population)
+- **Countries/Regions Included:** United States only (separate CPI series exist for regions)
+- **Geographic Granularity:** National aggregate (separate metropolitan area CPIs available)
+- **Coverage Completeness:** 93% of U.S. population (all urban consumers)
+- **Notable Exclusions:** Rural populations (~7% of U.S.), military personnel, institutionalized populations
+
+**Temporal Coverage:**
+- **Start Date:** 1947-01 (monthly series); 1913 (earlier annual series)
+- **End Date:** Present (ongoing monthly updates)
+- **Historical Depth:** 78+ years (monthly), 112+ years (including earlier series)
+- **Frequency of Observations:** Monthly
+- **Temporal Granularity:** Month-level
+- **Time Series Continuity:** Excellent; continuous monthly data with minimal revisions
+
+**Population/Cases Covered:**
+- **Target Population:** All urban consumers (~93% of U.S. population)
+- **Inclusion Criteria:** Expenditure patterns of urban wage earners, clerical workers, professional, managerial, technical workers, self-employed, unemployed, retirees
+- **Exclusion Criteria:** Rural non-metropolitan populations, farm families, military on base, institutionalized persons
+- **Coverage Rate:** 93% of U.S. total population
+- **Sample vs. Census:** Sample-based: ~23,000 retail establishments, ~80,000 price quotes monthly
+
+**Variables/Indicators:**
+- **Number of Variables:** 1 primary series (CPIAUCSL); 8,000+ related detailed CPI series
+- **Core Indicators:**
+  - CPI Index (1982-1984 = 100 baseline)
+  - Month-over-month change
+  - Year-over-year inflation rate
+  - Seasonally adjusted values
+- **Derived Variables:** Inflation rates (monthly, annual), real wage deflators, purchasing power calculations
+- **Data Dictionary Available:** Yes - BLS CPI Handbook of Methods
+
+### Content Boundaries
+
+**What This Source IS:**
+- Gold-standard measure of U.S. consumer price inflation
+- Primary indicator used by Federal Reserve for monetary policy (2% inflation target)
+- Official U.S. government price statistic for cost-of-living adjustments (Social Security, tax brackets)
+- Internationally-comparable using ILO CPI Manual framework
+- Best source for understanding U.S. purchasing power changes over time
+
+**What This Source IS NOT:**
+- NOT a cost-of-living index (does not account for substitution, quality changes perfectly)
+- NOT a measure of prices paid by businesses (use Producer Price Index)
+- NOT adjusted for individual consumption patterns (measures average urban consumer)
+- NOT real-time (2-week lag from month end to publication)
+- NOT granular below national level (use metropolitan area CPIs for local analysis)
+
+**Comparison with Similar Sources:**
+
+| Source | Advantages Over This Source | Disadvantages vs. This Source |
+|--------|----------------------------|-------------------------------|
+| PCE Price Index (Fed preferred) | Accounts for consumer substitution; broader coverage | Less widely known; more complex methodology |
+| CPI-W (Urban Wage Earners) | Specific to wage/clerical workers | Narrower coverage (32% of population vs 93%) |
+| Chained CPI | Better accounts for substitution | More complex; less historical data |
+| PPI (Producer Price Index) | Business/wholesale prices | Not consumer-facing; different concept |
+
+---
+
+## Access Conditions
+
+### Technical Access
+
+**API Information:**
+- **Endpoint URL:** https://fred.stlouisfed.org/graph/fredgraph.csv?id=CPIAUCSL&cosd=1947-01-01
+- **API Type:** Direct CSV download (HTTP GET); also FRED API available
+- **API Version:** FRED API v1
+- **OpenAPI/Swagger Spec:** https://fred.stlouisfed.org/docs/api/fred/
+- **SDKs/Libraries:** Python (fredapi), R (fredr), unofficial libraries for other languages
+
+**Authentication:**
+- **Authentication Required:** No (for CSV); Yes for FRED API
+- **Authentication Type:** API Key (free) for FRED API
+- **Registration Process:** Sign up at https://fredaccount.stlouisfed.org/apikeys
+- **Approval Required:** No (instant API key)
+- **Approval Timeframe:** Immediate
+
+**Rate Limits:**
+- **Requests per Second:** Not documented for CSV download; reasonable use expected
+- **Requests per Day:** FRED API: 120 requests/minute
+- **Concurrent Connections:** Not specified
+- **Throttling Policy:** API enforces rate limits with 429 status code
+- **Rate Limit Headers:** Not provided for CSV; API includes rate limit info
+
+**Query Capabilities:**
+- **Filtering:** CSV downloads full series; FRED API supports date range filtering
+- **Sorting:** Chronological (inherent in time series)
+- **Pagination:** Not applicable (full series download)
+- **Aggregation:** Pre-aggregated monthly data
+- **Joins:** Not applicable (single time series)
+
+**Data Formats:**
+- **Available Formats:** CSV (direct download), JSON/XML (FRED API)
+- **Format Quality:** Well-formed CSV; UTF-8 encoded; consistent schema
+- **Compression:** Not compressed
+- **Encoding:** UTF-8
+
+**Download Options:**
+- **Bulk Download:** Yes - full CSV download
+- **Streaming API:** No
+- **FTP/SFTP:** No
+- **Torrent:** No
+- **Data Dumps:** Full series download each time (not incremental)
+
+**Reliability Metrics:**
+- **Uptime:** Very high (99.9%+ estimated); Federal Reserve infrastructure
+- **Latency:** <1 second for CSV download
+- **Breaking Changes:** Schema stable for decades; BLS methodology changes documented years in advance
+- **Deprecation Policy:** Federal Reserve commitment to long-term data availability
+- **Service Level Agreement:** No formal SLA (federal government service)
+
+### Legal/Policy Access
+
+**License:**
+- **License Type:** Public Domain (U.S. Government Work)
+- **License Version:** N/A
+- **License URL:** https://www.usa.gov/government-works
+- **SPDX Identifier:** CC0-1.0 (effectively public domain for U.S. government data)
+
+**Usage Rights:**
+- **Redistribution Allowed:** Yes (public domain)
+- **Commercial Use Allowed:** Yes (public domain)
+- **Modification Allowed:** Yes (public domain)
+- **Attribution Required:** Not legally required; citation recommended as scholarly best practice
+- **Share-Alike Required:** No
+
+**Cost Structure:**
+- **Access Cost:** Free
+
+**Terms of Service:**
+- **TOS URL:** https://fred.stlouisfed.org/legal/
+- **Key Restrictions:** No restrictions (public domain); standard disclaimer
+- **Liability Disclaimers:** Federal Reserve not liable for decisions based on data
+- **Privacy Policy:** FRED collects website analytics; no personal data in economic statistics
+
+---
+
+## Collection Development Policy Fit
+
+### Relevance Assessment
+
+**Substrate Mission Alignment:**
+- **Human Progress Focus:** Purchasing power and cost-of-living central to measuring economic wellbeing and human progress
+- **Problem-Solution Connection:**
+  - Links to Problems: Inflation volatility, wage erosion, economic inequality measurement
+  - Links to Solutions: Monetary policy frameworks, real wage adjustments, retirement planning
+- **Evidence Quality:** Gold-standard for U.S. inflation measurement; supports evidence-based economic analysis
+
+**Collection Priorities Match:**
+- **Priority Level:** CRITICAL - essential source for U.S. economic domain
+- **Uniqueness:** Official U.S. government inflation measure; most widely-used price index
+- **Comprehensiveness:** Fills critical gap; no other source provides this combination of authority, coverage, and historical depth
+
+### Comparison with Holdings
+
+**Overlapping Sources:**
+- DS-00002: U.S. GDP (complementary - GDP for output, CPI for prices)
+- Future: PCE Price Index (Federal Reserve's preferred inflation measure)
+
+**Unique Contribution:**
+- Official BLS/U.S. government price statistic
+- Most widely-cited inflation measure (Social Security COLA, tax brackets)
+- Longest consistent time series (1947-present monthly)
+- Used for real value adjustments across all economic research
+
+**Preferred Use Cases:**
+- When official U.S. government inflation statistics required
+- Historical inflation analysis (1947-present)
+- Real wage and real value calculations
+- Cost-of-living adjustment research
+- Monetary policy analysis (Federal Reserve 2% target)
+
+---
+
+## Technical Specifications
+
+### Data Model
+
+**Schema Documentation:**
+- **Schema Type:** CSV with defined column structure
+- **Schema URL:** https://fred.stlouisfed.org/series/CPIAUCSL
+- **Schema Version:** Stable since FRED inception
+
+**Entity Types:**
+- Monthly CPI observations (time series)
+
+**Key Relationships:**
+- Date → CPI Value
+
+**Primary Keys:**
+- Date (YYYY-MM-DD)
+
+**Foreign Keys:**
+- None (single time series)
+
+### Metadata Standards Compliance
+
+**Standards Followed:**
+- [x] Dublin Core
+- [x] DCAT (Data Catalog Vocabulary)
+- [x] Schema.org Dataset
+- [x] SDMX (Statistical Data and Metadata eXchange)
+- [ ] DDI (Data Documentation Initiative) - minimal
+- [ ] ISO 19115 (Geographic Information Metadata) - not applicable
+- [ ] MARC
+- Other: ILO CPI Manual methodology standards
+
+**Metadata Quality:**
+- **Completeness:** 90% of elements populated
+- **Accuracy:** High - metadata maintained by FRED and BLS
+- **Consistency:** Excellent - SDMX compliance ensures consistency
+
+### API Documentation Quality
+
+**Documentation Assessment:**
+- **Completeness:** Comprehensive - all endpoints documented with examples
+- **Examples Provided:** Yes - extensive examples in multiple programming languages
+- **Error Messages:** Clear HTTP status codes and error descriptions
+- **Change Log:** Maintained at https://fred.stlouisfed.org/docs/api/fred/
+- **Tutorials:** Available - step-by-step guides for common tasks
+- **Support Forum:** Email support stlsFRED@stls.frb.org; no public forum
+
+---
+
+## Source Evaluation Narrative
+
+### Methodological Assessment
+
+**Data Collection Methodology:**
+
+**Sampling Design:**
+- **Method:** Probability sample (scientifically-selected retail establishments and items)
+- **Sample Size:** ~23,000 retail and service establishments; ~80,000 price quotes monthly
+- **Sampling Frame:** Universe of U.S. urban retail establishments
+- **Stratification:** By item category, geographic region, establishment type
+- **Weighting:** Expenditure weights from Consumer Expenditure Survey (updated every 2 years)
+
+**Data Collection Instruments:**
+- **Instrument Type:** Direct price observation (in-person and online price collection)
+- **Validation:** BLS field supervisors verify price quotes; automated consistency checks
+- **Question Wording:** Standardized price collection protocols (exact item specifications)
+- **Mode:** In-person visits (grocery, retail), phone (services), online (e-commerce)
+
+**Quality Control Procedures:**
+- **Field Supervision:** BLS regional offices supervise price collectors
+- **Validation Rules:** Automated checks for price changes >10%; item substitution protocols
+- **Consistency Checks:** Cross-validation across similar items and geographic areas
+- **Verification:** Monthly review by BLS economists
+- **Outlier Treatment:** Large price changes investigated and verified before inclusion
+
+**Error Characteristics:**
+- **Sampling Error:** Very low for national CPI (large sample); confidence intervals not published
+- **Non-sampling Error:** Item substitution bias, quality adjustment challenges, new product introduction lag
+- **Known Biases:** Upward bias (~0.5-1.0% annually) from substitution, quality changes (Boskin Commission findings)
+- **Accuracy Bounds:** Academic estimates suggest ±0.1-0.3% for monthly CPI
+
+**Methodology Documentation:**
+- **Transparency Level:** 5/5 (Exemplary)
+- **Documentation URL:** https://www.bls.gov/opub/hom/cpi/
+- **Peer Review Status:** BLS methods reviewed by National Academy of Sciences; published in peer-reviewed journals
+- **Reproducibility:** Methodology fully documented; data collection procedures published
+
+### Currency Assessment
+
+**Update Characteristics:**
+- **Update Frequency:** Monthly (released mid-month, typically day 12-15)
+- **Update Reliability:** Extremely consistent; releases follow strict schedule (8:30 AM ET)
+- **Update Notification:** BLS release calendar published; FRED email alerts available
+- **Last Updated:** 2025-08 (most recent as of October 2025)
+
+**Timeliness:**
+- **Collection to Publication Lag:** ~2 weeks (data for month M published mid-month M+1)
+- **Factors Affecting Timeliness:** Price collection window, quality review process
+- **Historical Timeliness:** Consistent monthly release schedule maintained for decades
+
+**Currency for Different Uses:**
+- **Real-time Analysis:** Unsuitable (2-week lag); most current available for monthly data
+- **Recent Trends:** Excellent (monthly updates capture trends within 6 weeks)
+- **Historical Research:** Excellent (continuous series 1947-present)
+
+### Objectivity Assessment
+
+**Potential Biases:**
+
+**Political Bias:**
+- **Government Influence:** Statistical agency independence protected by law; BLS Commissioner serves under civil service
+- **Editorial Stance:** Professional statistical neutrality mandated by statute
+- **Political Pressure:** Occasional political commentary on CPI methodology; independence maintained
+
+**Commercial Bias:**
+- **Funding Sources:** Federal appropriations (no commercial interests)
+- **Advertising Influence:** Not applicable
+- **Proprietary Interests:** None
+
+**Cultural/Social Bias:**
+- **Geographic Bias:** Urban-centric (excludes rural 7%); 75 urban areas weighted by population
+- **Social Perspective:** Average consumer basket may not reflect low-income or high-income consumption
+- **Language Bias:** Published in English; limited translation
+- **Selection Bias:** Item selection based on Consumer Expenditure Survey (updated every 2 years)
+
+**Transparency:**
+- **Bias Disclosure:** BLS acknowledges known biases (substitution, quality adjustment); Boskin Commission documented
+- **Limitations Stated:** Comprehensive methodology documentation notes limitations
+- **Raw Data Available:** Detailed CPI components published; micro-data not publicly available (establishment confidentiality)
+
+### Reliability Assessment
+
+**Consistency:**
+- **Internal Consistency:** Item-level CPIs aggregate mathematically to headline CPI
+- **Temporal Consistency:** Stable methodology; major changes documented and phased in gradually
+- **Cross-source Consistency:** Good agreement with PCE Price Index, IMF WEO inflation data
+
+**Stability:**
+- **Definition Changes:** Occasional - major methodology updates implemented gradually (e.g., geometric mean, hedonic quality adjustment)
+- **Methodology Changes:** Well-documented; typically phased in over years
+- **Series Breaks:** Clearly marked when major changes implemented (base period changes)
+
+**Verification:**
+- **Independent Verification:** Academic economists extensively study CPI; Boskin Commission independent review
+- **Replication Studies:** Researchers use CPI data extensively; errors/discrepancies reported and corrected
+- **Audit Results:** GAO audits BLS periodically; no major data quality issues identified
+
+### Accuracy Assessment
+
+**Validation Evidence:**
+- **Benchmark Comparisons:** CPI compared to PCE Price Index (Federal Reserve preferred measure); differences documented
+- **Coverage Assessments:** Expenditure weights updated from Consumer Expenditure Survey
+- **Error Studies:** Boskin Commission (1996) estimated upward bias ~1.1% annually; BLS improvements reduced to ~0.5%
+
+**Accuracy for Different Uses:**
+- **Point Estimates:** Highly reliable for national monthly CPI (large sample)
+- **Trend Analysis:** Excellent for medium-term trends (6+ months); month-to-month noise exists
+- **Cross-sectional Comparison:** Not applicable (U.S. only); international comparisons use Harmonized Indices
+- **Sub-population Analysis:** Limited - metropolitan area CPIs available; no income-specific CPIs
+
+---
+
+## Known Limitations and Caveats
+
+### Coverage Limitations
+
+**Geographic Gaps:**
+- Rural non-metropolitan areas (~7% of U.S. population)
+- Alaska and Hawaii covered separately (not in national index)
+
+**Temporal Gaps:**
+- No gaps in monthly series since 1947
+- Earlier data (1913-1946) less frequent or different methodology
+
+**Population Exclusions:**
+- Rural populations
+- Military personnel on base
+- Institutionalized populations (prisons, nursing homes)
+
+**Variable Gaps:**
+- No individual consumption pattern adjustments (average consumer only)
+- No wealth or asset price changes (home prices, stocks)
+- Services quality changes challenging to capture
+
+### Methodological Limitations
+
+**Sampling Limitations:**
+- Item substitution when products discontinued (introduces quality adjustment challenges)
+- New products introduced with lag (e.g., smartphones took years to enter basket)
+
+**Measurement Limitations:**
+- Quality improvements difficult to separate from price increases (hedonic quality adjustment imperfect)
+- Online prices increasingly important; methodology adapting
+- Shrinkflation (smaller package size for same price) challenging to capture
+
+**Processing Limitations:**
+- Seasonal adjustment can mask underlying trends
+- Base period changes (1982-1984 = 100) require careful interpretation for long-term comparisons
+
+### Comparability Limitations
+
+**Cross-national Comparability:**
+- Different countries use different CPI methodologies
+- Harmonized Index of Consumer Prices (HICP) used for international comparisons
+
+**Temporal Comparability:**
+- Methodology improvements over time (geometric mean, hedonic quality, internet prices)
+- Base period re-anchored periodically (does not affect inflation rates, but index levels)
+
+**Sub-group Comparability:**
+- No income-specific CPIs (average consumer only)
+- Metropolitan area CPIs exist but smaller samples (wider confidence intervals)
+
+### Usage Caveats
+
+**Inappropriate Uses:**
+1. **DO NOT use for individual consumption** - reflects average urban consumer, not personal basket
+2. **DO NOT use as cost-of-living index** - does not fully account for substitution or quality
+3. **DO NOT compare month-to-month** without considering seasonal patterns and noise
+4. **DO NOT use for asset prices** - excludes home prices, stocks, bonds (use Case-Shiller, S&P500)
+
+**Ecological Fallacy Risks:**
+- National CPI does not reflect individual cities (use metropolitan CPIs)
+- Average CPI does not reflect low-income or high-income consumption patterns
+
+**Correlation vs. Causation:**
+- CPI measures price changes, not causes of inflation
+- Appropriate for descriptive analysis, not causal inference without economic models
+
+---
+
+## Recommended Use Cases
+
+### Ideal Applications
+
+**Research Questions Well-Suited:**
+1. "How has U.S. purchasing power changed over the past 50 years?"
+2. "What is the real (inflation-adjusted) return on investment?"
+3. "How does wage growth compare to inflation?"
+4. "What is the Federal Reserve's progress toward 2% inflation target?"
+
+**Analysis Types Supported:**
+- Descriptive statistics (inflation rates over time)
+- Trend analysis (long-term inflation patterns)
+- Real value adjustments (converting nominal to real dollars)
+- Policy evaluation (Federal Reserve inflation targeting)
+
+### Appropriate Contexts
+
+**Geographic Contexts:**
+- U.S. national analysis
+- Cross-country comparisons (with Harmonized Indices or equivalent)
+
+**Temporal Contexts:**
+- Long-term trends (1947-present)
+- Historical research (especially post-WWII era)
+- Month-to-month changes (with seasonal adjustment consideration)
+
+**Subject Contexts:**
+- Purchasing power analysis
+- Real wage calculations
+- Retirement planning (Social Security COLA)
+- Economic policy evaluation
+
+### Use Warnings
+
+**Avoid Using This Source For:**
+1. **Individual consumption patterns** → Use personal budget tracking
+2. **Real estate price inflation** → Use Case-Shiller Home Price Index
+3. **Asset price changes** → Use stock indices, bond yields
+4. **Immediate/real-time inflation** → Use high-frequency alternative data (Billion Prices Project)
+5. **Rural cost of living** → No rural CPI available
+
+**Recommended Alternatives For:**
+- Federal Reserve policy → PCE Price Index (Fed's preferred measure)
+- Producer/wholesale prices → Producer Price Index (PPI)
+- Import/export prices → Import/Export Price Indices
+- Wage earner specific → CPI-W (Urban Wage Earners and Clerical Workers)
+
+---
+
+## Citation
+
+### Preferred Citation Format
+
+**APA 7th:**
+U.S. Bureau of Labor Statistics. (2025). *Consumer Price Index for All Urban Consumers: All Items in U.S. City Average* [CPIAUCSL]. Federal Reserve Bank of St. Louis. Retrieved October 25, 2025, from https://fred.stlouisfed.org/series/CPIAUCSL
+
+**Chicago 17th:**
+U.S. Bureau of Labor Statistics. "Consumer Price Index for All Urban Consumers: All Items in U.S. City Average (CPIAUCSL)." Federal Reserve Bank of St. Louis, FRED. Accessed October 25, 2025. https://fred.stlouisfed.org/series/CPIAUCSL.
+
+**MLA 9th:**
+U.S. Bureau of Labor Statistics. *Consumer Price Index for All Urban Consumers: All Items in U.S. City Average*. FRED, Federal Reserve Bank of St. Louis, 2025, fred.stlouisfed.org/series/CPIAUCSL.
+
+**Vancouver:**
+U.S. Bureau of Labor Statistics. Consumer Price Index for All Urban Consumers: All Items in U.S. City Average (CPIAUCSL) [Internet]. St. Louis: Federal Reserve Bank of St. Louis, FRED; 2025 [cited 2025 Oct 25]. Available from: https://fred.stlouisfed.org/series/CPIAUCSL
+
+**BibTeX:**
+```bibtex
+@misc{bls_cpi_2025,
+  author = {{U.S. Bureau of Labor Statistics}},
+  title = {Consumer Price Index for All Urban Consumers: All Items in U.S. City Average (CPIAUCSL)},
+  year = {2025},
+  publisher = {Federal Reserve Bank of St. Louis, FRED},
+  url = {https://fred.stlouisfed.org/series/CPIAUCSL},
+  note = {Accessed: 2025-10-25}
+}
+```
+
+### Data Citation Principles
+
+Following FORCE11 Data Citation Principles:
+- **Importance:** CPI is citable research output; cite in publications using inflation-adjusted values
+- **Credit and Attribution:** Citations credit BLS for data collection, FRED for aggregation
+- **Evidence:** Citations enable readers to verify inflation adjustments
+- **Unique Identification:** FRED series ID (CPIAUCSL) + access date for exact reproducibility
+- **Access:** Citation provides direct access method (URL)
+- **Persistence:** FRED maintains stable URLs; archived through Internet Archive
+- **Specificity and Verifiability:** Series ID and date range ensure exact reproducibility
+- **Interoperability:** Citation format compatible with reference managers
+- **Flexibility:** Adaptable to various research outputs
+
+---
+
+## Version History
+
+### Current Version
+- **Version:** Continuous monthly series
+- **Date:** 1947-01 to present
+- **Changes:** Monthly additions; base period 1982-1984 = 100
+
+### Previous Versions
+- **Base Period Changes:** 1967 = 100 (historical), 1982-1984 = 100 (current)
+
+---
+
+## Review Log
+
+### Internal Reviews
+- **Date:** 2025-10-25 | **Reviewer:** Substrate Data Curation | **Status:** Approved | **Notes:** Initial catalog entry; comprehensive evaluation completed
+
+### Quality Checks
+- **Last Metadata Validation:** 2025-10-25
+- **Last Authority Verification:** 2025-10-25
+- **Last Link Check:** 2025-10-25
+- **Last Access Test:** 2025-10-25 (CSV download tested successfully)
+
+---
+
+## Related Resources
+
+### Cross-References
+
+**Related Substrate Entities:**
+- **Problems:**
+  - Inflation volatility
+  - Wage erosion
+  - Cost-of-living measurement
+- **Solutions:**
+  - Monetary policy frameworks
+  - Index-linked financial instruments
+  - Real wage adjustments
+- **Organizations:**
+  - Bureau of Labor Statistics
+  - Federal Reserve System
+  - Federal Reserve Bank of St. Louis
+- **Other Data Sources:**
+  - DS-00002: U.S. GDP (Real GDP for output measurement)
+  - Future: PCE Price Index (Federal Reserve's preferred inflation measure)
+
+**External Resources:**
+- **Alternative Sources:**
+  - PCE Price Index: https://fred.stlouisfed.org/series/PCEPI
+  - Producer Price Index: https://www.bls.gov/ppi/
+- **Complementary Sources:**
+  - Consumer Expenditure Survey: https://www.bls.gov/cex/
+  - Real Earnings: https://www.bls.gov/news.release/realer.htm
+- **Source Comparison Studies:**
+  - Boskin Commission Report (1996): "Toward a More Accurate Measure of the Cost of Living"
+  - Academic research on CPI vs. PCE differences
+
+### Additional Documentation
+
+**User Guides:**
+- BLS CPI Home Page: https://www.bls.gov/cpi/
+- FRED Series Page: https://fred.stlouisfed.org/series/CPIAUCSL
+
+**Research Using This Source:**
+- Millions of citations in economic research
+- Federal Reserve policy analysis
+- Social Security COLA calculations
+
+**Methodology Papers:**
+- BLS Handbook of Methods, Chapter 17 (Consumer Price Index)
+- Boskin Commission Report (1996)
+
+---
+
+## Cataloger Notes
+
+**Internal Notes:**
+- Excellent source; highest authority; essential for Substrate economic domain
+- CSV download simple and reliable
+- Consider adding PCE Price Index as complement (Federal Reserve's preferred measure)
+- CPI-W (wage earners) available as alternative series if needed
+
+**To Do:**
+- [ ] Add related organizations (BLS, Federal Reserve)
+- [ ] Cross-reference with relevant Problems and Solutions
+- [ ] Consider adding metropolitan area CPIs for geographic granularity
+
+**Questions for Review:**
+- Should we catalog PCE Price Index separately?
+- How to handle base period changes in long-term analysis documentation?
+
+---
+
+**END OF SOURCE RECORD**
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+[2025-10-25T00:47:05.861Z] === Update Started ===
+[2025-10-25T00:47:05.861Z] Source: U.S. Consumer Price Index (CPI-U)
+[2025-10-25T00:47:05.861Z] Source ID: DS-00003
+[2025-10-25T00:47:05.861Z] Checking source availability...
+[2025-10-25T00:47:05.861Z] Source is available
+[2025-10-25T00:47:05.861Z] Fetching Monthly CPI-U (CPIAUCSL) data...
+[2025-10-25T00:47:05.861Z] Monthly CPI-U (CPIAUCSL) schema validation passed
+[2025-10-25T00:47:05.861Z] Monthly CPI-U (CPIAUCSL) first record: 1947-01-01,21.480
+[2025-10-25T00:47:05.861Z] Monthly CPI-U (CPIAUCSL) last record: 2025-09-01,324.368
+[2025-10-25T00:47:05.861Z] Monthly CPI-U (CPIAUCSL) latest CPI value: 324.368
+[2025-10-25T00:47:05.861Z] Monthly CPI-U (CPIAUCSL): 945 records retrieved
+[2025-10-25T00:47:05.861Z] Performing data quality checks...
+[2025-10-25T00:47:05.861Z] Quality checks passed
+[2025-10-25T00:47:05.861Z] Saving data file...
+[2025-10-25T00:47:05.861Z] CPI data saved to: /Users/daniel/Library/Mobile Documents/com~apple~CloudDocs/Projects/Substrate/Data/US-Inflation/CPI-US-Monthly-1947-2025.csv
+[2025-10-25T00:47:05.861Z] Updating source record...
+[2025-10-25T00:47:05.861Z] Source record updated
+[2025-10-25T00:47:05.861Z] 
+Update Summary:
+- Timestamp: 2025-10-25T00:47:05.861Z
+- Availability: OK
+- Data Quality: PASSED
+- Monthly Records: 945
+- Latest CPI Value: 324.368
+- File Size: 17.13 KB
+- Date Range: 1947-01 to present
+
+[2025-10-25T00:47:05.861Z] Checking for git repository...
+[2025-10-25T00:47:05.861Z] Git repository detected - committing changes...