This excludes 4 unmatched FAP records carrying ₱806.9M; they are reviewed separately. Unmatched titles are review leads, not confirmed legislative insertions. Inspect source pages, scope and plausible counterpart links.
Potential repeated line items: FY2027 NEP → FY2026 GAA, then FY2025 GAA
Multi-purpose buildings, roads, bridges, and flood-control projects. The name screen found 283 FY2027 NEP lines with a 90% or higher title match in the FY2026 enacted GAA, and 454 with a 90% or higher title match in the FY2025 enacted GAA. Bridge candidates require overlapping plus-form chainage. Road matches are excluded when both stated ranges are disjoint; missing chainage is flagged for review. Different package, phase, stage, lot or segment labels require scope review. They may identify legitimate separate work or changes in how the same work is described; overlapping chainage still signals shared extent. Explicit opposing directions are excluded. For all categories, verify location, scope, phase, and completion status before treating a row as the same project. Explicit opposing directions are excluded as location conflicts. Amounts are in pesos. Title similarity is a screening lead, not proof that two appropriations cover the same scope.
PH location DB supplies current 20th Congress names through qualified geographic context and the strict local-map screening rules. Uncertain locations stay blank. Names describe geographic coverage, not sponsorship.
| Program | FY2027 NEP line item | NEP chainage | District office | Representative(s) by named project location | FY2027 NEP | GAA year | Enacted GAA line item | GAA chainage | Chainage / tranche check | GAA amount | Title match | GAA source |
|---|
Where are the potential insertions and removals?
Our corrected comparison identifies 5,549 domestic insertion candidates and 1,002 domestic removal candidates. Another 4 unpaired FAP records are reviewed separately, giving 5,553 HGAB-only review records in these breakdowns. 0 FAP removal candidates remain. These are provisional line-item matches, not confirmed legislative changes.
The externally reported 5,837 insertions / 2,139 removals belong to a different comparison and are not the totals generated by this pipeline. Our removal shortlist excludes 252 unpaired NEP records with plausible HGAB counterparts. Retained projects with allocation increases or decreases belong to allocation adjustments below.
Implementing offices and programs come from each source schedule, not inferred project geography. Missing offices remain unspecified, including the 4 unpaired FAP records. Insertion amounts are HGAB allocations; removal amounts are original NEP allocations, not certified savings.
| Implementing office category | Insertion candidate lines | HGAB allocation | Removal candidate lines | Original NEP allocation |
|---|---|---|---|---|
| Central Office | 931 | ₱97,965,612,000 | 0 | ₱0 |
| DEOs | 4,618 | ₱60,397,713,000 | 994 | ₱63,738,438,000 |
| Regional Offices | 0 | ₱0 | 8 | ₱678,794,000 |
| Other / unspecified | 4 | ₱806,910,000 | 0 | ₱0 |
| Program | Insertion candidate lines | HGAB allocation | Removal candidate lines | Original NEP allocation |
|---|---|---|---|---|
| Asset Preservation | 382 | ₱21,520,227,000 | 164 | ₱9,076,886,000 |
| Network Development | 233 | ₱18,932,271,000 | 150 | ₱14,787,201,000 |
| Bridges | 54 | ₱2,705,504,000 | 37 | ₱2,333,761,000 |
| Flood Management | 421 | ₱25,453,800,000 | 234 | ₱18,692,081,000 |
| CSSP | 4,434 | ₱88,419,876,000 | 400 | ₱18,472,803,000 |
| Local Program | 25 | ₱1,331,647,000 | 17 | ₱1,054,500,000 |
| FAPs | 4 | ₱806,910,000 | 0 | ₱0 |
Potential insertions · domestic HGAB-only line items
The domestic 3rd-reading title screen leaves 5,549 HGAB lines without a plausible NEP counterpart, carrying ₱158.36B. Foreign assisted projects are excluded and reviewed separately below. Unmatched titles are review leads, not confirmed additions.
PH location DB supplies current 20th Congress names through qualified geographic context and the strict local-map screening rules. Uncertain locations stay blank. Names describe geographic coverage, not sponsorship.
| Extracted HGAB record | Program | Implementing office | Representative(s) by named project location | Region | Extracted amount | Closest NEP title | Screen result | HB source page |
|---|
Source: local HB 10858 Volume I-C text extraction and FY2027 NEP project extract. HB amounts are allocations attached to extracted candidate rows. The corrected native-text parser reconciles the printed program totals; still check each project against the original bill page; matching does not verify project scope, chainage, direction, package, or completion status.
Previous edition · HGAB 2nd Reading
The domestic 2nd-reading shortlist has 5,545 unmatched records carrying ₱158.25B. FAP allocations are excluded; these are review leads, not confirmed additions.
Potential removals · domestic NEP-only line items
1,002 NEP lines have no selected or plausible HGAB counterpart, carrying ₱64.417B in NEP allocations. The reverse title screen holds out another 252 lines with compatible counterparts scoring at least 83%. These are candidates for line-item removal, pending scope verification. A lower allocation on a retained project is not a removal. Renaming and segmentation may conceal a counterpart; absence from this matching result does not certify deletion.
| Status | NEP project | NEP allocation | Implementing office | NEP source |
|---|
Allocation adjustments · retained domestic projects
These selected NEP/HGAB counterparts remain in both stages with different allocations. Positive changes are increases; negative changes are decreases. Nonexact title counterparts remain provisional. These lines are excluded from the insertion and removal shortlists.
| Match basis | NEP project | HGAB project | NEP allocation | HGAB allocation | Adjustment | Office / sources |
|---|
Projects by region
Project counts by region for the selected fiscal year. This is not adjusted for population or need.
Rainwater Collector System (RCS): district allocation
Evaluated separately from category rankings. The key question is whether the same allocation across districts matches rainfall exposure, local demand, and project capacity.
Need comparison
Rainfall is not uniform across districts. This budget extract has no rainfall, collection capacity, or project scope fields, so equal amounts are a clear allocation pattern but cannot establish whether the distribution matches need. A defensible comparison needs rainfall normals joined to the implementing districts.
The office name may not define the exact project boundary; verify district service areas before matching climate data.
| Year | District Engineering Office | Region | Project entries | Allocation | Project title |
|---|
INSPIRE Building: single-project comparison
Kept separate from program-category totals. This compares individual NEP entries while excluding records whose category or title mentions roads or bridges.
Site accessibility question
The listed INSPIRE site is in Laoag, at the northern end of Luzon. If the facility is meant to serve users from across the country, test whether that location is accessible to its intended users. Batangas is a possible comparison site: the Philippine Ports Authority describes Batangas Port as providing access to the Visayas region. Compare travel time, expected users, transport links, land and operating costs before concluding which site would serve the purpose better. PPA on Batangas Port access.
| Rank | District Engineering Office | Region | Program category | Project | Representative(s) for project location | Allocation |
|---|
Other priority programs by district
District rankings for multi-purpose buildings, access roads and bridges, and flood control. INSPIRE is shown separately above as an individual project; adjacent water supply categories remain in the name-shift watchlist.
District allocations
How to read the pattern: compare office totals and project counts, then verify project titles and scope.
| Year | Rank | District Engineering Office | Region | Projects | Allocation | Share of program | Most common amount | Count at common amount | Largest project | Representative(s) for largest project location |
|---|
Exact ₱5M roads/bridges and flood-control allocations
District offices with one or more project entries budgeted at exactly ₱5,000,000 in the access roads/bridges category or flood mitigation categories. Counts are entries, not distinct projects verified against source documents.
Methods: hypergeometric overlap test and region-stratified randomization test. The hypergeometric test treats the 199 district offices as equally likely to receive each program’s ₱5M entry, fixes the observed counts (96 road/bridge offices and 45 flood offices), and calculates how often random independent placement would produce 35 or more shared offices. The region-stratified test is a second check: it keeps the observed road/bridge offices fixed and repeatedly reassigns the 45 flood-office flags among offices in the same region, preserving each region’s flood count. Its p-value is the share of 100,000 reshuffles with overlap at least as large as observed. Small p-values mean this degree of overlap is rare under these chance models. They do not prove deliberate allocation or a “consolation” motive. The analysis is exploratory because ₱5M and these programs were selected after noticing the pattern; the models also do not adjust for project need, workload, or project mix.
District offices with entries in both programs
| Year | District Engineering Office | Region | Road/bridge entries | Flood entries | Combined listed amount | Representative(s), if province has one seat |
|---|
Water-sector name-shift watchlist
Includes projects under the shared PAP2 water-sector umbrella plus district project titles containing rainwater, water collector, catchment, cistern, water supply, water system, or water storage terms outside that umbrella. Keyword matches are review candidates, not confirmed reclassifications.
| Year | Match basis | District Engineering Office | Subcategory | Project title | Representative(s) for project location | Allocation |
|---|
District Engineering Office allocation ranking
Ranked by the selected measure in the selected year. In this single-year dataset, allocation and share have the same order because each share uses the same annual total. The concentration figures do not adjust for district population, project needs, scope, or cost.
| Year | Current sort rank | District Engineering Office | Region | Projects | Total allocation* | Share of district total | Largest project | Largest project share | Representative(s) for largest project location |
|---|
Repeated amounts across offices
Groups require at least three offices within the same category. Rainwater Collector System is assessed in its own section above; other category labels can still cover different project sizes.
| Year | Program / category | Source amount | Entries | Offices |
|---|
Largest statistical outliers
The current score compares each amount with the median for its broad category. A high score can reflect a genuinely larger project, not an inflated unit cost. Use this list to locate records that need scope checks.
| Project | Program / category | Office | Amount* | Category median* | Robust score |
|---|
Most frequent exact amounts
Across all categories. Rounded figures recur often in budget proposals and are not suspicious by themselves.
What this screen did not find
Insertion candidates · what the matching can establish
These four statuses partition native HGAB rows; they are not four certified outcomes. Schedule totals can reconcile while individual titles, offices or occurrence links remain wrong.
| NEP counterpart screen | Native HGAB allocation records |
|---|---|
| Exact normalized title found in NEP | 9626 |
| Plausible NEP title counterpart; review scope | 540 |
| No plausible NEP title counterpart; review candidate | 5553 |
| Multiple or already paired NEP counterparts; review scope | 556 |
5,549 domestic candidate lines carry ₱158.363B. The 4 unpaired FAP lines carrying ₱806.910M remain a separate review. Neither bucket is proof of insertion; new wording, combined occurrences or parser fragments can hide existing NEP projects.
Investigators should manually audit a stratified sample by program, office class and amount band, oversampling high-value candidates, and review original NEP/HGAB pages. Report adjudicated false-positive rates with uncertainty before extrapolating. The supplied analyst export has 5,797 comparison rows, not 5,837 certified added projects; grouped rows and non-project headers use different count units.
Foreign assisted projects · allocation adjustments and reconciliation
The printed FAP schedule contains 29 lines, ₱44,749,011,000. All are excluded from the domestic additions shortlist. This excludes 4 unmatched FAP lines carrying ₱806,910,000; it does not establish that those projects are absent from NEP. Loan identity, counterpart funding and project scope need separate verification.
4 unpaired FAP lines · ₱806,910,000
Excluded from the domestic insertion shortlist. These records have no selected or plausible NEP counterpart under the current matching rules; this does not confirm a new foreign assisted project or loan. The closest titles below are review hints, not established matches. No zero NEP baseline or allocation increase is assumed.
| # | Unpaired FAP project | HGAB allocation | Closest NEP title · not matched | Title similarity | HGAB source |
|---|---|---|---|---|---|
| 1 | Priority Bridges Crossing Pasig-Marikina and Manggahan Floodway Bridges Construction Project, under China Government Financing Facility | ₱326,075,000 | Cebu-Mactan Bridge (4th Bridge) and Coastal Road Construction Project, JICA Loan No. PH-P274 | 43.24% | 3- HB 10858 FOR 3RD READING VOL I-C .pdf · PDF p. 941 HB10858-3-0941-016266 |
| 2 | Metro Manila Bridges Project, ADB 4168-PHI | ₱310,763,000 | Metro Manila Priority Bridges Seismic Improvement Project (MMPBSIP ), JICA Loan No. PH-P272 | 53.54% | 3- HB 10858 FOR 3RD READING VOL I-C .pdf · PDF p. 941 HB10858-3-0941-016268 |
| 3 | Road Network Development Project in Conflict-Affected Areas in Mindanao (RNDP- CAAM), JICA PH-F-P1 | ₱115,254,000 | Accelerated Water and Sanitation Project in Selected Areas (AWSPSA ), World Bank- Assisted | 43.58% | 3- HB 10858 FOR 3RD READING VOL I-C .pdf · PDF p. 941 HB10858-3-0941-016262 |
| 4 | Samal Island - Davao City Connector (SIDC) Project, China GCL no. 202200600763 | ₱54,818,000 | Davao City Bypass Construction Project (II ) (South and Center Sections ), Package 1, JICA Loan No. PH-P273 | 45.88% | 3- HB 10858 FOR 3RD READING VOL I-C .pdf · PDF p. 941 HB10858-3-0941-016267 |
25 FAP lines with selected NEP counterparts
25 selected counterparts are compared below. Unpaired lines have no assumed zero NEP baseline. Fuzzy counterparts remain provisional. PDF page numbers use the parser’s physical-page convention.
| Foreign assisted project | NEP match | NEP allocation | HGAB allocation | Change | Source |
|---|---|---|---|---|---|
| Bataan-Cavite Interlink Bridge (BCIB) Project, ADB Loan No. 4432-PHI and AIIB Loan No. L0724A | Exact normalized title found in NEP | ₱22,494,406,000 | ₱8,494,406,000 | ₱-14,000,000,000 | 3- HB 10858 FOR 3RD READING VOL I-C .pdf · PDF p. 940 |
| Laguna Lakeshore Road Network (LLRN) Project - Phase I, KEDCF Loan No. PHL-27, ADB Loan No. 4523-PHI and AIIB Loan No. L0725A | Exact normalized title found in NEP | ₱35,209,919,000 | ₱8,209,919,000 | ₱-27,000,000,000 | 3- HB 10858 FOR 3RD READING VOL I-C .pdf · PDF p. 940 |
| Davao City Bypass Construction Project (III) (South and Center Sections), Package I, JICA Loan No. PH-P282 | Exact normalized title found in NEP | ₱7,420,440,000 | ₱3,920,440,000 | ₱-3,500,000,000 | 3- HB 10858 FOR 3RD READING VOL I-C .pdf · PDF p. 940 |
| Cavite Industrial Area Flood Risk Management Project (CIA-FRIMP), JICA Loan Nos. PH- P265 and PH-P284 | Exact normalized title found in NEP | ₱6,566,805,000 | ₱3,066,805,000 | ₱-3,500,000,000 | 3- HB 10858 FOR 3RD READING VOL I-C .pdf · PDF p. 942 |
| Pasig - Marikina River Channel Improvement Project (PMRCIP), Phase IV, JICA Loan Nos. PH-P271 and PH-P283 | Exact normalized title found in NEP | ₱8,539,933,000 | ₱3,039,933,000 | ₱-5,500,000,000 | 3- HB 10858 FOR 3RD READING VOL I-C .pdf · PDF p. 942 |
| Cebu-Mactan Bridge (4th Bridge) and Coastal Road Construction Project, JICA Loan No. PH-P274 | Exact normalized title found in NEP | ₱8,570,911,000 | ₱2,570,911,000 | ₱-6,000,000,000 | 3- HB 10858 FOR 3RD READING VOL I-C .pdf · PDF p. 940 |
| Davao City Bypass Construction Project (II) (South and Center Sections), Package 1, JICA Loan No. PH-P273 | Plausible NEP title counterpart; review scope | ₱4,393,942,000 | ₱2,393,942,000 | ₱-2,000,000,000 | 3- HB 10858 FOR 3RD READING VOL I-C .pdf · PDF p. 940 |
| Mindanao Transport Connectivity Improvement Project, IBRD Loan No. 9775-PH | Exact normalized title found in NEP | ₱5,211,754,000 | ₱1,711,754,000 | ₱-3,500,000,000 | 3- HB 10858 FOR 3RD READING VOL I-C .pdf · PDF p. 939 |
| Integrated Flood Resilience and Adaptation 1 (InFRA 1) Project, ADB Loan No. 4345- PHI | Plausible NEP title counterpart; review scope | ₱3,081,329,000 | ₱1,581,329,000 | ₱-1,500,000,000 | 3- HB 10858 FOR 3RD READING VOL I-C .pdf · PDF p. 942 |
| Improving Growth Corridors in Mindanao Road Sector Project (IGCMRSP), ADB Loan No. 3631-PHI | Exact normalized title found in NEP | ₱2,112,530,000 | ₱1,362,530,000 | ₱-750,000,000 | 3- HB 10858 FOR 3RD READING VOL I-C .pdf · PDF p. 941 |
| Reconstruction and Development Plan for Greater Marawi, Stage 2, (Bangon Marawi Output 2), ADB Loan No. 3769-PHI | Exact normalized title found in NEP | ₱2,870,547,000 | ₱1,120,547,000 | ₱-1,750,000,000 | 3- HB 10858 FOR 3RD READING VOL I-C .pdf · PDF p. 939 |
| Accelerated Bridge Construction Project for Greater Economic Mobility and Calamity Response, France-Assisted | Exact normalized title found in NEP | ₱1,764,891,000 | ₱957,981,000 | ₱-806,910,000 | 3- HB 10858 FOR 3RD READING VOL I-C .pdf · PDF p. 941 |
| Infrastructure Preparation and Innovation Facility (IPIF), 2nd Additional Financing, Output 2; Water Projects, ADB Loan No. 4424 - PHI | Plausible NEP title counterpart; review scope | ₱1,148,904,000 | ₱898,904,000 | ₱-250,000,000 | 3- HB 10858 FOR 3RD READING VOL I-C .pdf · PDF p. 942 |
| Metro Manila Priority Bridges Seismic Improvement Project (MMPBSIP), JICA Loan No. PH-P260 | Plausible NEP title counterpart; review scope | ₱2,864,678,000 | ₱864,678,000 | ₱-2,000,000,000 | 3- HB 10858 FOR 3RD READING VOL I-C .pdf · PDF p. 941 |
| Metro Manila Priority Bridges Seismic Improvement Project (MMPBSIP), JICA Loan No. PH-P272 | Exact normalized title found in NEP | ₱792,964,000 | ₱792,964,000 | ₱0 | 3- HB 10858 FOR 3RD READING VOL I-C .pdf · PDF p. 941 |
| Samar Pacific Coastal Road II Project (Laoang II Bridge and Calomotan Bridge), KEDCF Loan No. PHL-26 | Exact normalized title found in NEP | ₱1,460,372,000 | ₱710,372,000 | ₱-750,000,000 | 3- HB 10858 FOR 3RD READING VOL I-C .pdf · PDF p. 941 |
| Infrastructure Preparation and Innovation Facility (IPIF), 2nd Additional Financing, Output 1: Roads and Bridges, ADB 4424-PHI | Plausible NEP title counterpart; review scope | ₱1,057,967,000 | ₱557,967,000 | ₱-500,000,000 | 3- HB 10858 FOR 3RD READING VOL I-C .pdf · PDF p. 940 |
| Dalton Pass East Alignment Road Project, JICA Loan No. PH-P280 | Plausible NEP title counterpart; review scope | ₱1,054,475,000 | ₱554,475,000 | ₱-500,000,000 | 3- HB 10858 FOR 3RD READING VOL I-C .pdf · PDF p. 940 |
| Philippines-Korea Project Preparation Facility (PK-PPF), KEDCF PHL-20, Roads and Bridges Facility | Plausible NEP title counterpart; review scope | ₱283,528,000 | ₱283,528,000 | ₱0 | 3- HB 10858 FOR 3RD READING VOL I-C .pdf · PDF p. 940 |
| Infrastructure Preparation and Innovation Facility (IPIF), Additional Financing, Output 2: Water Projects, ADB 3886-PHI | Plausible NEP title counterpart; review scope | ₱193,636,000 | ₱193,636,000 | ₱0 | 3- HB 10858 FOR 3RD READING VOL I-C .pdf · PDF p. 942 |
| Philippines Seismic Risk Reduction and Resilience Project (PSRRRP), IBRD Loan No. 9251-PH | Exact normalized title found in NEP | ₱182,970,000 | ₱182,970,000 | ₱0 | 3- HB 10858 FOR 3RD READING VOL I-C .pdf · PDF p. 942 |
| Panglao-Tagbilaran City Offshore Bridge Connector (PTCOBC) Project, France-Assisted | Plausible NEP title counterpart; review scope | ₱166,191,000 | ₱166,191,000 | ₱0 | 3- HB 10858 FOR 3RD READING VOL I-C .pdf · PDF p. 940 |
| Davao City Bypass Construction Project (South and Center Sections), Package I, JICA Loan No. PH-P261 | Plausible NEP title counterpart; review scope | ₱145,817,000 | ₱145,817,000 | ₱0 | 3- HB 10858 FOR 3RD READING VOL I-C .pdf · PDF p. 940 |
| Central Mindanao High Standard Highway, Cagayan de Oro-Malaybalay Section, JICA PH-P287 | Exact normalized title found in NEP | ₱87,222,000 | ₱87,222,000 | ₱0 | 3- HB 10858 FOR 3RD READING VOL I-C .pdf · PDF p. 940 |
| Accelerated Water and Sanitation Project in Selected Areas (AWSPSA), World Bank- Assisted | Exact normalized title found in NEP | ₱72,880,000 | ₱72,880,000 | ₱0 | 3- HB 10858 FOR 3RD READING VOL I-C .pdf · PDF p. 942 |
Potential removals · foreign assisted NEP-only line items
0 NEP lines have no selected or plausible HGAB counterpart, carrying ₱0.000B in NEP allocations. The reverse title screen holds out another 0 lines with compatible counterparts scoring at least 83%. These are candidates for line-item removal, pending scope verification. A lower allocation on a retained project is not a removal. Renaming and segmentation may conceal a counterpart; absence from this matching result does not certify deletion.
| Status | NEP project | NEP allocation | Implementing office | NEP source |
|---|
Supporting methodology · NEP baseline screens
These explanations describe the NEP baseline screens on the DPWH patterns page. They are distinct from the HGAB insertion and removal comparison above.
Potential repeated line items: FY2027 NEP → FY2026 GAA, then FY2025 GAA
Multi-purpose buildings, roads, bridges, and flood-control projects. The name screen found 283 FY2027 NEP lines with a 90% or higher title match in the FY2026 enacted GAA, and 454 with a 90% or higher title match in the FY2025 enacted GAA. Bridge candidates require overlapping plus-form chainage. Road matches are excluded when both stated ranges are disjoint; missing chainage is flagged for review. Different package, phase, stage, lot or segment labels require scope review. They may identify legitimate separate work or changes in how the same work is described; overlapping chainage still signals shared extent. Explicit opposing directions are excluded. For all categories, verify location, scope, phase, and completion status before treating a row as the same project. Explicit opposing directions are excluded as location conflicts. Amounts are in pesos. Title similarity is a screening lead, not proof that two appropriations cover the same scope.
Projects by region
Project counts by region for the selected fiscal year. This is not adjusted for population or need.
Rainwater Collector System (RCS): district allocation
Evaluated separately from category rankings. The key question is whether the same allocation across districts matches rainfall exposure, local demand, and project capacity.
Rainfall is not uniform across districts. This budget extract has no rainfall, collection capacity, or project scope fields, so equal amounts are a clear allocation pattern but cannot establish whether the distribution matches need. A defensible comparison needs rainfall normals joined to the implementing districts.
The office name may not define the exact project boundary; verify district service areas before matching climate data.
INSPIRE Building: single-project comparison
Kept separate from program-category totals. This compares individual NEP entries while excluding records whose category or title mentions roads or bridges.
The listed INSPIRE site is in Laoag, at the northern end of Luzon. If the facility is meant to serve users from across the country, test whether that location is accessible to its intended users. Batangas is a possible comparison site: the Philippine Ports Authority describes Batangas Port as providing access to the Visayas region. Compare travel time, expected users, transport links, land and operating costs before concluding which site would serve the purpose better. PPA on Batangas Port access.
Other priority programs by district
District rankings for multi-purpose buildings, access roads and bridges, and flood control. INSPIRE is shown separately above as an individual project; adjacent water supply categories remain in the name-shift watchlist.
How to read the pattern: compare office totals and project counts, then verify project titles and scope.
Exact ₱5M roads/bridges and flood-control allocations
District offices with one or more project entries budgeted at exactly ₱5,000,000 in the access roads/bridges category or flood mitigation categories. Counts are entries, not distinct projects verified against source documents.
Methods: hypergeometric overlap test and region-stratified randomization test. The hypergeometric test treats the 199 district offices as equally likely to receive each program’s ₱5M entry, fixes the observed counts (96 road/bridge offices and 45 flood offices), and calculates how often random independent placement would produce 35 or more shared offices. The region-stratified test is a second check: it keeps the observed road/bridge offices fixed and repeatedly reassigns the 45 flood-office flags among offices in the same region, preserving each region’s flood count. Its p-value is the share of 100,000 reshuffles with overlap at least as large as observed. Small p-values mean this degree of overlap is rare under these chance models. They do not prove deliberate allocation or a “consolation” motive. The analysis is exploratory because ₱5M and these programs were selected after noticing the pattern; the models also do not adjust for project need, workload, or project mix.
Water-sector name-shift watchlist
Includes projects under the shared PAP2 water-sector umbrella plus district project titles containing rainwater, water collector, catchment, cistern, water supply, water system, or water storage terms outside that umbrella. Keyword matches are review candidates, not confirmed reclassifications.
District Engineering Office allocation ranking
Ranked by the selected measure in the selected year. In this single-year dataset, allocation and share have the same order because each share uses the same annual total. The concentration figures do not adjust for district population, project needs, scope, or cost.
Repeated amounts across offices
Groups require at least three offices within the same category. Rainwater Collector System is assessed in its own section above; other category labels can still cover different project sizes.
Largest statistical outliers
The current score compares each amount with the median for its broad category. A high score can reflect a genuinely larger project, not an inflated unit cost. Use this list to locate records that need scope checks.
Most frequent exact amounts
Across all categories. Rounded figures recur often in budget proposals and are not suspicious by themselves.