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Anomaly / indicator worth examining β€” not an accusation.

Ito ay istatistikong anomalya o indikador na dapat suriin β€” hindi patunay ng maling gawain, pandaraya, o katiwalian laban sa sinumang tao.

AI-verified / Na-verify ng AI Data as of October 22, 2026

Bid-Ceiling Hugging

Contract cost is at or above 99.5% of ABC from Sumbong.

This is a statistical anomaly or indicator worth examining β€” not proof of wrongdoing, fraud, or corruption against any person.

Indicator: Bataan 1st District Engineering Office awarded 57 of 59 recorded flood-control contracts (96.6%) at 99.5% or more of their Approved Budget for the Contract, versus 70.4% for flood-control contracts nationwide (26.2 percentage points higher; binomial p = 3.3e-07), across 17 contractors. Source: DPWH / Sumbong sa Pangulo contract records; each contract is listed below. This pattern may result from consistently competitive bidding or precise cost estimation.

Public record entityData not yet available
Locationβ€”
AmountData not yet available sumbong source

Only contractors and government agencies named in public procurement records are shown. Private individuals are not named.

Bataan 1st District Engineering Office: contracts

57 of 59 contracts (96.6%) at β‰₯99.5% of ABC Β· peer baseline 70.4% Β· gap +26.2 pts Β· binomial p = 3.3e-7. Source: DPWH transparency portal and Sumbong sa Pangulo records (linked per contract).

ContractTitleContractor% of ABCSource
23CA0030Construction of Flood Control Structure along Orani River (Phase II-AA), Orani, BataanAVE-MIRA CONST AND TRADING100.00%DPWH
22CA0038Construction/Rehabilitation of Flood Control Project along Colo River, Sta. (-)0+159 - Sta. 0+495.50, Layac Section Phase 1AGP, Dinalupihan, BataanPASCAL CONST100.00%DPWH
24CA0010Construction of Flood Control Structure along Hermosa River (Phase III), Hermosa, BataanPASCAL CONST100.00%DPWH
22CA0077Construction of Flood Control Project in Capitangan River, Abucay, BataanROCKSTEEL CONST AND DEV'T CORP / EGB CONST CORP FORMERLY: EGB CONST100.00%DPWH
23CA0052Construction of Flood Control Project along Orani River, Orani, Bataan (Phase III-A1)SAN SEBASTIAN CONST100.00%DPWH
23CA0040Construction of Flood Control Structure along Tapulao River (Phase II-AA), Orani, BataanM C J VALENZUELA CONST ENT100.00%DPWH
23CA0017Construction of Flood Control project along Pulo-Almacen River, Phase VI-1A, Hermosa, BataanSAN SEBASTIAN CONST100.00%DPWH
24CA0036Construciton of Flood Control Project Along Colo River , Maite Section , Phase IV-DMC, Hermosa, BataanM C J VALENZUELA CONST ENT100.00%DPWH
24CA0055Construction of Concrete Canal with Concrete Cover and Sidewalk, Brgy. Cailayan, Abucay, Bataan (Phase I)DE JESUS CONST100.00%DPWH
22CA0021Construction of Flood Control Project along Pagalanggang River, Old San Jose Section, Phase ERD-I, Dinalupihan, BataanVM BUILDERS CONST CORP100.00%DPWH
24CA0064Construction of Flood Control Project along Puksuan River, Brgy. Puksuan, Orani, BataanSAN SEBASTIAN CONST100.00%DPWH
24CA0048Construction of Flood Control Project along Pulo-Almacen River, Phase IV-DMC, Hermosa, BataanM C J VALENZUELA CONST ENT100.00%DPWH
23CA0013Construction of Flood Control along Colo River, Bamban Section Phase III-1C, Hermosa, BataanPASCAL CONST100.00%DPWH
22CA0082Rehabilitation Canal System of CLBRIS (Colo RIS), Dinaluphan, BataanTDC II PRO BUILDERS100.00%DPWH
22CA0040Construction/Rehabilitation of Flood Control Project along Colo River, Sta. (-)0+739.50 - Sta. (-)1+111.41, Palihan Section Phase 2AGP, Hermosa, BataanPASCAL CONST100.00%DPWH
22CA0020Construction of Flood Control Project along Pita River, Phase ERD-I, Dinalupan, BataanORANI CONST AND SUPPLY CORP FORMERLY:ORANI BUILDERS & SUPPLY100.00%DPWH
23CA0027Construction of Flood Control Structure along Colo River, Sacrifice Valley Section (Phase II-AA), Hermosa, BataanAVE-MIRA CONST AND TRADING / ORANI CONST AND SUPPLY CORP FORMERLY:ORANI BUILDERS & SUPPLY100.00%DPWH
24CA0023Construction of Flood Control Structure along Barangay Pulo, Hermosa, BataanSTO CRISTO CONST & TRADING INC FOR: STO CRISTO CONST & TRADING100.00%DPWH
24CA0006Construction of Flood Control Structure along Orani River (Phase III), Orani, BataanPASCAL CONST100.00%DPWH
24CA0084Construction of Flood Control Project along Sapang Kastila Capitangan, BataanAVE-MIRA CONST AND TRADING100.00%DPWH
22CA0046Construction of Flood Control Structure along San Juan River, Sitio Pugad Lawin, Barangay San Juan, Phase 1A - CDA, Samal, BataanM C J VALENZUELA CONST ENT100.00%DPWH
23CA0061Construction of River Wall, Brgy. Bamban, Hermosa, BataanJBI CONST100.00%DPWH
24CA0080Construction of Dike in Barangay Laon, Abucay, BataanJEPA CONST & SUPPLIES100.00%DPWH
24CA0017Construction of Flood Control Structure along Tuyo River (Phase II-DM), Abucay, BataanM C J VALENZUELA CONST ENT100.00%DPWH
21CA0041Construction/Rehabilitation of Flood Control Project in Colo River, Mabiga Section, Phase B, Hermosa, BataanORANI CONST AND SUPPLY CORP FORMERLY:ORANI BUILDERS & SUPPLY100.00%DPWH
22CA0031Construction/Rehabilitation of Flood Control Project along Colo River, Sta. 0+441.43 - Sta. (-)0+596.40, Palihan Section Phase 1AGP, Hermosa, BataanPASCAL CONST100.00%DPWH
23CA0014Construction of Flood Control Project along Colo River, Bacong Section Phase IV-AGP1, Hermosa, BataanPASCAL CONST100.00%DPWH
22CA0052Construction of Flood Control Project along Sapa Creek, Barangay Sapa, Samal, BataanM C J VALENZUELA CONST ENT100.00%DPWH
24CA0007Construction of Flood Control Structure along Colo River (Phase 3AGP), Palihan Section, Hermosa, BataanPASCAL CONST100.00%DPWH
23CA0012Construction of Damaged Flood Control Structure Barangay Pulo, Hermosa, BataanM C J VALENZUELA CONST ENT100.00%DPWH
24CA0037Construction of Flood Control Structure along Pulo-Kabalutan River, Orani, BataanPASCAL CONST100.00%DPWH
21CA0048Construction/Rehabilitation of Flood Control Project in Pentor-Balsik River, Daang Bago Section, Phase B, Dinalupihan, BataanORANI CONST AND SUPPLY CORP FORMERLY:ORANI BUILDERS & SUPPLY100.00%DPWH
22CA0032Construction/Rehabilitation of Flood Control Project along Colo River, Sta. 0+495.50 - Sta. 0+846.62, Layac Section Phase 2AGP, Dinalupihan, BataanPASCAL CONST100.00%DPWH
24CA0054Construction of Flood Control Project along Pulo-Almacen River Phase VII - CMD, Hermosa, BataanSAN SEBASTIAN CONST100.00%DPWH
22CA0079Construction of Flood Control Project along Tuag River, Nagbalayong, Morong, BataanROCKSTEEL CONST AND DEV'T CORP / EGB CONST CORP FORMERLY: EGB CONST100.00%DPWH
22CA0014Construction of Drainage Canal, Barangay Lalawigan, Samal, BataanPASCAL CONST100.00%DPWH
22CA0081Construction of Flood Control Project in Curing River, Orani, BataanROCKSTEEL CONST AND DEV'T CORP / EGB CONST CORP FORMERLY: EGB CONST100.00%DPWH
23CA0062Construction of Diversion Dam, Brgy. Capitangan, Abucay, BataanJEPA CONST & SUPPLIES100.00%DPWH
22CA0072Construction of Flood Control Project in Maligaya River, Dinalupihan, BataanROCKSTEEL CONST AND DEV'T CORP / EGB CONST CORP FORMERLY: EGB CONST100.00%DPWH
22CA0026Construction of Flood Control Project along Colo River, Sacrifice Valley Section, Phase ERD-I, Hermosa, BataanVM BUILDERS CONST CORP100.00%DPWH
21CA0049Construction/Rehabilitation of Flood Control Project in Colo River, San Pablo Section, Dinalupihan, BataanORANI CONST AND SUPPLY CORP FORMERLY:ORANI BUILDERS & SUPPLY100.00%DPWH
24CA0047Construction of Flood Control Project along Pentor - Balsik River, Balsik Section, Phase IV-DMC, Hermosa, BataanM C J VALENZUELA CONST ENT100.00%DPWH
22CA0022Construction of Flood Control Structure along Colo River, Malte Section, Phase ERD-I, Hermosa, BataanVM BUILDERS CONST CORP100.00%DPWH
24CA0065Construction of Flood Mitigation Structure along Orani River, Orani, BataanORANI CONST AND SUPPLY CORP FORMERLY:ORANI BUILDERS & SUPPLY100.00%DPWH
22CA0039Construction of Flood Control Structure along Hermosa River, San Pedro Section Phase RSA-II, Hermosa, BataanORANI CONST AND SUPPLY CORP FORMERLY:ORANI BUILDERS & SUPPLY100.00%DPWH
22CA0073Construction of Flood Control Project in Dalao River, Dinalupihan, BataanROCKSTEEL CONST AND DEV'T CORP / EGB CONST CORP FORMERLY: EGB CONST100.00%DPWH
23CA0039Construction of Flood Control Structure along Tuyo River, Abucay Section (Phase II-AA), Abucay, BataanM C J VALENZUELA CONST ENT100.00%DPWH
23CA0028Construction of Flood Control Structure along Capitangan River (Phase II-AA), Abucay, BataanM C J VALENZUELA CONST ENT100.00%DPWH
23CA0045Construction of Flood Control Project along Colo River, Maite Section Phase CMD-1 Hermosa, BataanM C J VALENZUELA CONST ENT100.00%DPWH
23CA0029Construction of Flood Control Structure along Sapang Balsik Tributary to Almacen River (Phase II-AA), Hermosa, BataanM C J VALENZUELA CONST ENT100.00%DPWH
22CA0071Construction of Flood Control Structure along Pentor, Balsik River, Balsik Section Phase ATR-1, Hermosa, BataanTRICHES CONST & TRADING100.00%DPWH
22CA0057Construction of Drainage Canal along Gov. Pascual to River, Orani, BataanAS MACHA CONST AND TRADING100.00%DPWH
22CA0043Construction of Flood Control Structure along Colo River San Benito Section, Phase IV-A, Dinalupihan, BataanM C J VALENZUELA CONST ENT100.00%DPWH
22CA0049Construction of Flood Control Project along Colo River, San Benito Section, Phase VI-B, Dinalupihan, BataanM C J VALENZUELA CONST ENT100.00%DPWH
22CA0045Construction of Flood Control Project along Colo River, San Benito Section, Phase VI-A, Dinalupihan, BataanM C J VALENZUELA CONST ENT100.00%DPWH
23CA0022Construction of Flood Control Project in Barangay Laon, Abucay, BataanHEBREWS BUILDERS AND CONST CORP100.00%DPWH
23CA0050Construction of Flood Control Project along Catmon River, Abucay, Bataan (Phase III-AA)AS MACHA CONST AND TRADING100.00%DPWH
18C00035Almacen River Improvement Project, Hermosa and Orani, BataanTOKWING CONST CORP FOR TOKWING CONSTRUC94.76%DPWH
21CA0052Construction/Rehabilitation of Flood Control Project in Colo River, Roosevelt Section, Dinalupihan, BataanORANI CONST AND SUPPLY CORP FORMERLY:ORANI BUILDERS & SUPPLY83.60%DPWH

Project completion

Schedule fields from DPWH transparency portal records and the Sumbong sa Pangulo flood-control list β€” not inferred beyond those columns.

Completion schedule is shown for project and contractor flags only.

Rule Definition

ContractCost / ABC β‰₯ 0.995 using metadata.abc and contract cost fields.

Triggering Data & citations

Implementing office awards near-ABC contracts far more often than the flood-control baseline

{
  "office": "Bataan 1st District Engineering Office",
  "nearAbc": 57,
  "trigger": "office_pattern_aggregate",
  "officeId": "6ef75742-4de2-570e-a366-09cce1012fc2",
  "threshold": 0.995,
  "binomialTailP": 3.336533252048566e-7,
  "nearAbcRatePct": 96.6,
  "totalContracts": 59,
  "baselineRatePct": 70.4,
  "excessPctPoints": 26.2,
  "expectedNearAbc": 41.5,
  "baselineDefinition": "share of all Sumbong flood-control contracts awarded at β‰₯99.5% of ABC"
}

Possible Innocent Explanations

Data not yet available (source: rule metadata)