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Anomaly / indicator worth examining — not an accusation.

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

AI-verified / Na-verify ng AI Data as of October 21, 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 — not proof of wrongdoing, fraud, or corruption against any person.

Indicator: contract 23DF0019 was awarded at 100.00% of its ABC. Across its 21 recorded contracts, GRAIA CONST CORP was awarded at ≥99.5% of ABC 21 times (100.0%), versus 70.4% for flood-control contracts overall. Contractors may consistently bid close to the ABC to maximize their chances of winning while staying within legal limits.

Public record entityConstruction of Revetment along Manila Bay, Barangay 8, Dalahican, Phase II, Cavite City, Cavite
LocationCAVITE CITY (CAVITE), CAVITE, Region IV-AContract 23DF0019
Amount₱57,900,000.00100.00% of approved budget (ABC) sumbong source

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

Satellite before / after

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Project completion

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

Reported complete (DPWH): 1Ongoing: 0Delayed: 0Status unknown: 0
ProjectProg.Target endActual endDays lateStatus
Construction of Revetment along Manila Bay, Barangay 8, Dalahican, Phase II, Cavite City, Cavite23DF0019100%December 4, 2023December 4, 2023—completedsumbong source

Start: February 19, 2023 · Source fetched October 21, 2026

Rule Definition

ContractCost / ABC ≥ 0.995 using metadata.abc and contract cost fields.

Triggering Data & citations

Contract cost is at or above 99.5% of approved budget for contract (ABC)

{
  "deo": "Cavite 1st District Engineering Office",
  "ratio": 1,
  "abcPhp": 57900000,
  "threshold": 0.995,
  "contractId": "23DF0019",
  "contractor": "GRAIA CONST CORP",
  "contractCostPhp": 57900000
}

Possible Innocent Explanations

  • Accurate cost estimating
  • Single qualified bid at market rate
  • ABC set equal to engineer’s estimate