Review state
accepted
Identity confidence
High
Known aliases
career-one-stop-profile:upfront-plumbing-llc-b8af373c, dli-license:MB773627, dli-license:PC740942, er:entity:observation:f2c7f03c066e1aafed57f67e09d853aa6787ce7355b6b52c0f8fbcd4f5ff6427

Accepted context

Source-backed facts

Every displayed source-backed fact keeps bounded evidence inline and links to its pinned published source record.

Licenses

Up to 10 most recent · more available in Power query

Fact Value Provenance Evidence
Current license status issued Source-backed through accepted identity · Minnesota Department of Labor and Industry
Inspect evidence

ER fact: dli current status.

Publisher evidence 1
created at: 2026-07-16T01:24:56.697107+00:00, entity id: 08e55c65-7528-4e4c-b9ff-5e89e175ba42, entity key: er:entity:observation:f2c7f03c066e1aafed57f67e09d853aa6787ce7355b6b52c0f8fbcd4f5ff6427, er run id: 1424d3cd-d35c-4cec-a1d0-4da976d079d6, er run key: entity-resolution/20260716T012119673515Z, evidence: display name: UPFRONT PLUMBING LLC, dli status: issued, observation key: er:observation:dli-publisher-license:b04c66d04a2d803167cdabfbcfce7ffeadd0c6e257ad77bbafffdc274a151e36, observation typeSource-backed through accepted identity · Minnesota Department of Labor and Industry
Evidence reference 1
display name: UPFRONT PLUMBING LLC, dli status: issued, observation key: er:observation:dli-publisher-license:b04c66d04a2d803167cdabfbcfce7ffeadd0c6e257ad77bbafffdc274a151e36, observation type: business_license, source id: bb5946da-4585-4a9a-88df-5bc68db170ad, source key: mn_dli_license_snapshotSource-backed through accepted identity · Minnesota Department of Labor and Industry
Evidence reference 2
er run id: 1424d3cd-d35c-4cec-a1d0-4da976d079d6, er run key: entity-resolution/20260716T012119673515Z, reasoning rule version: dataflow.er.reasoning.v2Source-backed through accepted identity · Minnesota Department of Labor and Industry
Stored row reference 1
fact key: f8066c95302fa9bbbc85ef842a1f74c50ab92190da90a171161ff34023ea33c7Source-backed through accepted identity · Minnesota Department of Labor and Industry
License number MB773627 Source-backed through accepted identity · Minnesota Department of Labor and Industry
Inspect evidence

ER fact: license number.

Publisher evidence 1
created at: 2026-07-16T01:24:56.697107+00:00, entity id: 08e55c65-7528-4e4c-b9ff-5e89e175ba42, entity key: er:entity:observation:f2c7f03c066e1aafed57f67e09d853aa6787ce7355b6b52c0f8fbcd4f5ff6427, er run id: 1424d3cd-d35c-4cec-a1d0-4da976d079d6, er run key: entity-resolution/20260716T012119673515Z, evidence: display name: UPFRONT PLUMBING LLC, license number: MB773627, observation key: er:observation:dli-publisher-license:97216971d31d4be5d569c82c290a146449c45e019e5378c74e4e3e1d8fd7540c, observatioSource-backed through accepted identity · Minnesota Department of Labor and Industry
Evidence reference 1
display name: UPFRONT PLUMBING LLC, license number: MB773627, observation key: er:observation:dli-publisher-license:97216971d31d4be5d569c82c290a146449c45e019e5378c74e4e3e1d8fd7540c, observation type: business_license, source id: 882799ed-76fe-4eb1-9196-f8678e2b4180, source key: mn_dli_license_snapshotSource-backed through accepted identity · Minnesota Department of Labor and Industry
Evidence reference 2
er run id: 1424d3cd-d35c-4cec-a1d0-4da976d079d6, er run key: entity-resolution/20260716T012119673515Z, reasoning rule version: dataflow.er.reasoning.v2Source-backed through accepted identity · Minnesota Department of Labor and Industry
Stored row reference 1
fact key: f5294c599c404e3c4914c7efa01ea2dd7cf2cf4bcb0c45e5415eeae023fbcd1dSource-backed through accepted identity · Minnesota Department of Labor and Industry
License number PC740942 Source-backed through accepted identity · Minnesota Department of Labor and Industry
Inspect evidence

ER fact: license number.

Publisher evidence 1
created at: 2026-07-16T01:24:56.697107+00:00, entity id: 08e55c65-7528-4e4c-b9ff-5e89e175ba42, entity key: er:entity:observation:f2c7f03c066e1aafed57f67e09d853aa6787ce7355b6b52c0f8fbcd4f5ff6427, er run id: 1424d3cd-d35c-4cec-a1d0-4da976d079d6, er run key: entity-resolution/20260716T012119673515Z, evidence: display name: UPFRONT PLUMBING LLC, license number: PC740942, observation key: er:observation:dli-publisher-license:b04c66d04a2d803167cdabfbcfce7ffeadd0c6e257ad77bbafffdc274a151e36, observatioSource-backed through accepted identity · Minnesota Department of Labor and Industry
Evidence reference 1
display name: UPFRONT PLUMBING LLC, license number: PC740942, observation key: er:observation:dli-publisher-license:b04c66d04a2d803167cdabfbcfce7ffeadd0c6e257ad77bbafffdc274a151e36, observation type: business_license, source id: bb5946da-4585-4a9a-88df-5bc68db170ad, source key: mn_dli_license_snapshotSource-backed through accepted identity · Minnesota Department of Labor and Industry
Evidence reference 2
er run id: 1424d3cd-d35c-4cec-a1d0-4da976d079d6, er run key: entity-resolution/20260716T012119673515Z, reasoning rule version: dataflow.er.reasoning.v2Source-backed through accepted identity · Minnesota Department of Labor and Industry
Stored row reference 1
fact key: 823cb9a9575b2cb1ad4a8c83d0eec5f9dac7b8e938702c7d1cfa4db3035710eaSource-backed through accepted identity · Minnesota Department of Labor and Industry
License status expired Source-backed through accepted identity · Minnesota Department of Labor and Industry
Inspect evidence

ER fact: dli status.

Publisher evidence 1
created at: 2026-07-16T01:24:56.697107+00:00, entity id: 08e55c65-7528-4e4c-b9ff-5e89e175ba42, entity key: er:entity:observation:f2c7f03c066e1aafed57f67e09d853aa6787ce7355b6b52c0f8fbcd4f5ff6427, er run id: 1424d3cd-d35c-4cec-a1d0-4da976d079d6, er run key: entity-resolution/20260716T012119673515Z, evidence: display name: UPFRONT PLUMBING LLC, dli status: expired, observation key: er:observation:dli-publisher-license:97216971d31d4be5d569c82c290a146449c45e019e5378c74e4e3e1d8fd7540c, observation typSource-backed through accepted identity · Minnesota Department of Labor and Industry
Evidence reference 1
display name: UPFRONT PLUMBING LLC, dli status: expired, observation key: er:observation:dli-publisher-license:97216971d31d4be5d569c82c290a146449c45e019e5378c74e4e3e1d8fd7540c, observation type: business_license, source id: 882799ed-76fe-4eb1-9196-f8678e2b4180, source key: mn_dli_license_snapshotSource-backed through accepted identity · Minnesota Department of Labor and Industry
Evidence reference 2
er run id: 1424d3cd-d35c-4cec-a1d0-4da976d079d6, er run key: entity-resolution/20260716T012119673515Z, reasoning rule version: dataflow.er.reasoning.v2Source-backed through accepted identity · Minnesota Department of Labor and Industry
Stored row reference 1
fact key: 3ac3954f8d2c570cce08cb6477cf5f52dd71c6bcdbddd7739f1501eaa25f9b50Source-backed through accepted identity · Minnesota Department of Labor and Industry
License status issued Source-backed through accepted identity · Minnesota Department of Labor and Industry
Inspect evidence

ER fact: dli status.

Publisher evidence 1
created at: 2026-07-16T01:24:56.697107+00:00, entity id: 08e55c65-7528-4e4c-b9ff-5e89e175ba42, entity key: er:entity:observation:f2c7f03c066e1aafed57f67e09d853aa6787ce7355b6b52c0f8fbcd4f5ff6427, er run id: 1424d3cd-d35c-4cec-a1d0-4da976d079d6, er run key: entity-resolution/20260716T012119673515Z, evidence: display name: UPFRONT PLUMBING LLC, dli status: issued, observation key: er:observation:dli-publisher-license:b04c66d04a2d803167cdabfbcfce7ffeadd0c6e257ad77bbafffdc274a151e36, observation typeSource-backed through accepted identity · Minnesota Department of Labor and Industry
Evidence reference 1
display name: UPFRONT PLUMBING LLC, dli status: issued, observation key: er:observation:dli-publisher-license:b04c66d04a2d803167cdabfbcfce7ffeadd0c6e257ad77bbafffdc274a151e36, observation type: business_license, source id: bb5946da-4585-4a9a-88df-5bc68db170ad, source key: mn_dli_license_snapshotSource-backed through accepted identity · Minnesota Department of Labor and Industry
Evidence reference 2
er run id: 1424d3cd-d35c-4cec-a1d0-4da976d079d6, er run key: entity-resolution/20260716T012119673515Z, reasoning rule version: dataflow.er.reasoning.v2Source-backed through accepted identity · Minnesota Department of Labor and Industry
Stored row reference 1
fact key: 521606ebf36b63aeff0ec7eb9d50f72984dd9e63d78ea4823573ace7d7297f6bSource-backed through accepted identity · Minnesota Department of Labor and Industry
Days to license expiration 533 Source-backed through accepted identity · Minnesota Department of Labor and Industry
Inspect evidence

Days until the earliest license expiration

Publisher evidence 1
canonical context key: er:entity:observation:f2c7f03c066e1aafed57f67e09d853aa6787ce7355b6b52c0f8fbcd4f5ff6427, context key: er:entity:observation:f2c7f03c066e1aafed57f67e09d853aa6787ce7355b6b52c0f8fbcd4f5ff6427, days to expiration: 533, days to expiration bucket: 90+, deduped entity count: 5690, displayed entity count: 5690Source-backed through accepted identity · Minnesota Department of Labor and Industry
Stored row reference 1
license numbers: PC740942, snapshot date: 2026-07-09, surface: license_expiration_queueSource-backed through accepted identity · Minnesota Department of Labor and Industry
Enforcement action No Source-backed through accepted identity · Minnesota Department of Labor and Industry
Inspect evidence

DLI enforcement-action indicator

Publisher evidence 1
canonical context key: er:entity:observation:f2c7f03c066e1aafed57f67e09d853aa6787ce7355b6b52c0f8fbcd4f5ff6427, context key: er:entity:observation:f2c7f03c066e1aafed57f67e09d853aa6787ce7355b6b52c0f8fbcd4f5ff6427, days to expiration: 533, days to expiration bucket: 90+, deduped entity count: 5690, displayed entity count: 5690Source-backed through accepted identity · Minnesota Department of Labor and Industry
Stored row reference 1
license numbers: PC740942, snapshot date: 2026-07-09, surface: license_expiration_queueSource-backed through accepted identity · Minnesota Department of Labor and Industry
License expiration date 2027-12-31 Source-backed through accepted identity · Minnesota Department of Labor and Industry
Inspect evidence

DLI license expiration date

Publisher evidence 1
canonical context key: er:entity:observation:f2c7f03c066e1aafed57f67e09d853aa6787ce7355b6b52c0f8fbcd4f5ff6427, context key: er:entity:observation:f2c7f03c066e1aafed57f67e09d853aa6787ce7355b6b52c0f8fbcd4f5ff6427, days to expiration: 533, days to expiration bucket: 90+, deduped entity count: 5690, displayed entity count: 5690Source-backed through accepted identity · Minnesota Department of Labor and Industry
Stored row reference 1
license numbers: PC740942, snapshot date: 2026-07-09, surface: license_expiration_queueSource-backed through accepted identity · Minnesota Department of Labor and Industry
License numbers PC740942 Source-backed through accepted identity · Minnesota Department of Labor and Industry
Inspect evidence

DLI license numbers

Publisher evidence 1
canonical context key: er:entity:observation:f2c7f03c066e1aafed57f67e09d853aa6787ce7355b6b52c0f8fbcd4f5ff6427, context key: er:entity:observation:f2c7f03c066e1aafed57f67e09d853aa6787ce7355b6b52c0f8fbcd4f5ff6427, days to expiration: 533, days to expiration bucket: 90+, deduped entity count: 5690, displayed entity count: 5690Source-backed through accepted identity · Minnesota Department of Labor and Industry
Stored row reference 1
license numbers: PC740942, snapshot date: 2026-07-09, surface: license_expiration_queueSource-backed through accepted identity · Minnesota Department of Labor and Industry
Renewal in progress No Source-backed through accepted identity · Minnesota Department of Labor and Industry
Inspect evidence

DLI renewal-in-progress indicator

Publisher evidence 1
canonical context key: er:entity:observation:f2c7f03c066e1aafed57f67e09d853aa6787ce7355b6b52c0f8fbcd4f5ff6427, context key: er:entity:observation:f2c7f03c066e1aafed57f67e09d853aa6787ce7355b6b52c0f8fbcd4f5ff6427, days to expiration: 533, days to expiration bucket: 90+, deduped entity count: 5690, displayed entity count: 5690Source-backed through accepted identity · Minnesota Department of Labor and Industry
Stored row reference 1
license numbers: PC740942, snapshot date: 2026-07-09, surface: license_expiration_queueSource-backed through accepted identity · Minnesota Department of Labor and Industry

Registrations

Up to 10 most recent

No accepted registrations are present in this context build.

Addresses

Up to 10 most recent

Fact Value Provenance Evidence
City ALEXANDRIA Source-backed through accepted identity · Minnesota Department of Labor and Industry
Inspect evidence

ER fact: city.

Publisher evidence 1
created at: 2026-07-16T01:24:56.697107+00:00, entity id: 08e55c65-7528-4e4c-b9ff-5e89e175ba42, entity key: er:entity:observation:f2c7f03c066e1aafed57f67e09d853aa6787ce7355b6b52c0f8fbcd4f5ff6427, er run id: 1424d3cd-d35c-4cec-a1d0-4da976d079d6, er run key: entity-resolution/20260716T012119673515Z, evidence: display name: UPFRONT PLUMBING LLC, observation key: er:observation:dli-publisher-license:97216971d31d4be5d569c82c290a146449c45e019e5378c74e4e3e1d8fd7540c, observation type: business_license, Source-backed through accepted identity · Minnesota Department of Labor and Industry
Publisher evidence 2
created at: 2026-07-16T01:24:56.697107+00:00, entity id: 08e55c65-7528-4e4c-b9ff-5e89e175ba42, entity key: er:entity:observation:f2c7f03c066e1aafed57f67e09d853aa6787ce7355b6b52c0f8fbcd4f5ff6427, er run id: 1424d3cd-d35c-4cec-a1d0-4da976d079d6, er run key: entity-resolution/20260716T012119673515Z, evidence: display name: UPFRONT PLUMBING LLC, observation key: er:observation:dli-publisher-license:b04c66d04a2d803167cdabfbcfce7ffeadd0c6e257ad77bbafffdc274a151e36, observation type: business_license, Source-backed through accepted identity · Minnesota Department of Labor and Industry
Evidence reference 1
display name: UPFRONT PLUMBING LLC, observation key: er:observation:dli-publisher-license:97216971d31d4be5d569c82c290a146449c45e019e5378c74e4e3e1d8fd7540c, observation type: business_license, source id: 882799ed-76fe-4eb1-9196-f8678e2b4180, source key: mn_dli_license_snapshot, source table: dli_license_snapshot_rowsSource-backed through accepted identity · Minnesota Department of Labor and Industry
Evidence reference 2
er run id: 1424d3cd-d35c-4cec-a1d0-4da976d079d6, er run key: entity-resolution/20260716T012119673515Z, reasoning rule version: dataflow.er.reasoning.v2Source-backed through accepted identity · Minnesota Department of Labor and Industry
Evidence reference 3
display name: UPFRONT PLUMBING LLC, observation key: er:observation:dli-publisher-license:b04c66d04a2d803167cdabfbcfce7ffeadd0c6e257ad77bbafffdc274a151e36, observation type: business_license, source id: bb5946da-4585-4a9a-88df-5bc68db170ad, source key: mn_dli_license_snapshot, source table: dli_license_snapshot_rowsSource-backed through accepted identity · Minnesota Department of Labor and Industry
Stored row reference 1
fact key: b8e6a48e0199de1d20645fc1d9fd60094625247c3f6d711addab6bf41b95d193Source-backed through accepted identity · Minnesota Department of Labor and Industry
Stored row reference 2
fact key: bcd042c48b8bf4a074a05bd3d1a465772249e61e4131285d777bff51bebf2252Source-backed through accepted identity · Minnesota Department of Labor and Industry

Contact facts

Up to 10 most recent

Fact Value Provenance Evidence
Contact Channel phone Source-backed through accepted identity · Minnesota Department of Labor and Industry, CareerOneStop directory
Inspect evidence

ER fact: contact channel.

Publisher evidence 1
created at: 2026-07-16T01:24:56.697107+00:00, entity id: 08e55c65-7528-4e4c-b9ff-5e89e175ba42, entity key: er:entity:observation:f2c7f03c066e1aafed57f67e09d853aa6787ce7355b6b52c0f8fbcd4f5ff6427, er run id: 1424d3cd-d35c-4cec-a1d0-4da976d079d6, er run key: entity-resolution/20260716T012119673515Z, evidence: display name: UPFRONT PLUMBING LLC, normalized phone: 3208154159, observation key: er:observation:dli-publisher-license:b04c66d04a2d803167cdabfbcfce7ffeadd0c6e257ad77bbafffdc274a151e36, observSource-backed through accepted identity · Minnesota Department of Labor and Industry, CareerOneStop directory
Publisher evidence 2
created at: 2026-07-16T01:24:56.697107+00:00, entity id: 08e55c65-7528-4e4c-b9ff-5e89e175ba42, entity key: er:entity:observation:f2c7f03c066e1aafed57f67e09d853aa6787ce7355b6b52c0f8fbcd4f5ff6427, er run id: 1424d3cd-d35c-4cec-a1d0-4da976d079d6, er run key: entity-resolution/20260716T012119673515Z, evidence: display name: Upfront Plumbing LLC, normalized phone: 3208154159, observation key: er:observation:career-one-stop:398aae7c74c3fbb530ff943aab6cddb5ffd7f08495b55971fa667111f17daf77, observation Source-backed through accepted identity · Minnesota Department of Labor and Industry, CareerOneStop directory
Evidence reference 1
display name: UPFRONT PLUMBING LLC, normalized phone: 3208154159, observation key: er:observation:dli-publisher-license:b04c66d04a2d803167cdabfbcfce7ffeadd0c6e257ad77bbafffdc274a151e36, observation type: business_license, source id: bb5946da-4585-4a9a-88df-5bc68db170ad, source key: mn_dli_license_snapshotSource-backed through accepted identity · Minnesota Department of Labor and Industry, CareerOneStop directory
Evidence reference 2
er run id: 1424d3cd-d35c-4cec-a1d0-4da976d079d6, er run key: entity-resolution/20260716T012119673515Z, reasoning rule version: dataflow.er.reasoning.v2Source-backed through accepted identity · Minnesota Department of Labor and Industry, CareerOneStop directory
Evidence reference 3
display name: Upfront Plumbing LLC, normalized phone: 3208154159, observation key: er:observation:career-one-stop:398aae7c74c3fbb530ff943aab6cddb5ffd7f08495b55971fa667111f17daf77, observation type: business_directory, source id: 25238c5e-dfff-4676-89b1-e275739f4639, source key: career_one_stop_directorySource-backed through accepted identity · Minnesota Department of Labor and Industry, CareerOneStop directory
Stored row reference 1
fact key: 8bc549f3bb50061799bfc68e94aa56dd53279cd97dea86bb157aa1bb24330d59Source-backed through accepted identity · Minnesota Department of Labor and Industry, CareerOneStop directory
Stored row reference 2
fact key: c3ce2d59537ff236cecd935e1b39d078f681e5b420a6230ab3c4aef617b609c2Source-backed through accepted identity · Minnesota Department of Labor and Industry, CareerOneStop directory
Phone 3208154159 Source-backed through accepted identity · Minnesota Department of Labor and Industry
Inspect evidence

Contact phone after scope masking

Publisher evidence 1
canonical context key: er:entity:observation:f2c7f03c066e1aafed57f67e09d853aa6787ce7355b6b52c0f8fbcd4f5ff6427, context key: er:entity:observation:f2c7f03c066e1aafed57f67e09d853aa6787ce7355b6b52c0f8fbcd4f5ff6427, days to expiration: 533, days to expiration bucket: 90+, deduped entity count: 5690, displayed entity count: 5690Source-backed through accepted identity · Minnesota Department of Labor and Industry
Stored row reference 1
license numbers: PC740942, snapshot date: 2026-07-09, surface: license_expiration_queueSource-backed through accepted identity · Minnesota Department of Labor and Industry

Reviewed permit relationships

Permits connected by accepted review

Up to 10 most recent

No accepted contractor review currently projects permits onto this business.

Kept separate

Other evidence and relationship states

These items are visible for investigation, but they are not accepted profile facts.

inference · Up to 10 most recent · more in Power query
  • mechanical_contractor_bond Classification ER fact: classification.
    Inspect evidence
    Publisher evidence 1
    created at: 2026-07-16T01:24:56.697107+00:00, entity id: 08e55c65-7528-4e4c-b9ff-5e89e175ba42, entity key: er:entity:observation:f2c7f03c066e1aafed57f67e09d853aa6787ce7355b6b52c0f8fbcd4f5ff6427, er run id: 1424d3cd-d35c-4cec-a1d0-4da976d079d6, er run key: entity-resolution/20260716T012119673515Z, evidence: classification group: dli_license_target, classification name: mechanical_contractor_bond, confidence: 0.92, evidence: entity key: er:entity:observation:f2c7f03c066e1aafed57f67e09d853aa6787ce7
    Evidence reference 1
    classification group: dli_license_target, classification name: mechanical_contractor_bond, confidence: 0.92, evidence: entity key: er:entity:observation:f2c7f03c066e1aafed57f67e09d853aa6787ce7355b6b52c0f8fbcd4f5ff6427, observation type: business_license, raw facts: bus pers: Business, city: ALEXANDRIA, dba name: , email present: No, expiration date: 10/05/2022, license number: MB773627, rule version: dataflow.er.v2, reasons: DLI business license type/subtype mentions mechanical contractor bond
    Evidence reference 2
    er run id: 1424d3cd-d35c-4cec-a1d0-4da976d079d6, er run key: entity-resolution/20260716T012119673515Z, reasoning rule version: dataflow.er.reasoning.v2
    Stored row reference 1
    fact key: ae90ab53d5a548ab9d392f4da7ab76ced0ec8f676a05897cd89588678c40ee3d
  • plumbing Classification ER fact: classification.
    Inspect evidence
    Publisher evidence 1
    created at: 2026-07-16T01:24:56.697107+00:00, entity id: 08e55c65-7528-4e4c-b9ff-5e89e175ba42, entity key: er:entity:observation:f2c7f03c066e1aafed57f67e09d853aa6787ce7355b6b52c0f8fbcd4f5ff6427, er run id: 1424d3cd-d35c-4cec-a1d0-4da976d079d6, er run key: entity-resolution/20260716T012119673515Z, evidence: classification group: dli_license_target, classification name: plumbing, confidence: 0.88, evidence: entity key: er:entity:observation:f2c7f03c066e1aafed57f67e09d853aa6787ce7355b6b52c0f8fbcd4f
    Evidence reference 1
    classification group: dli_license_target, classification name: plumbing, confidence: 0.88, evidence: entity key: er:entity:observation:f2c7f03c066e1aafed57f67e09d853aa6787ce7355b6b52c0f8fbcd4f5ff6427, observation type: business_license, raw facts: bus pers: Business, city: ALEXANDRIA, dba name: , email present: No, expiration date: 12/31/2027, license number: PC740942, rule version: dataflow.er.v2, reasons: DLI business license type/subtype mentions plumbing
    Evidence reference 2
    er run id: 1424d3cd-d35c-4cec-a1d0-4da976d079d6, er run key: entity-resolution/20260716T012119673515Z, reasoning rule version: dataflow.er.reasoning.v2
    Stored row reference 1
    fact key: fbba6844171bd2f34d6ce5e84b5c02cba4ca844b66c5b1b5eb81f2eddddf0c55
  • contractor_target Contractor Target Entity has at least one target contractor classification from ER evidence.
    Inspect evidence
    Publisher evidence 1
    input facts: entity key: er:entity:observation:f2c7f03c066e1aafed57f67e09d853aa6787ce7355b6b52c0f8fbcd4f5ff6427, evidence: classification group: dli_license_target, classification name: mechanical_contractor_bond, confidence: 0.92, target list: electrical, plumbing, pipelaying, sign, technology_systems, +3 more, fact args: classification group: dli_license_target, fact key: 724d37eb85a4c86d7bdfb0d14307b690b178a05c9a4f970d07b44996a63a4a88, fact name: target_classification, fact value: mechanical_
    Evidence reference 1
    datalog query: [:find [?entity ...] :where [?f :fact/name "target_classification"] [?f :entity/key ?entity]], engine: datalevin, input fact count: 2, input fact names: target_classification
    Stored row reference 1
    result key: f7274c5f86318277c1ad3605a18088c98b6589b628eb3ee3d302aebc4a5a9067
  • true Dli Status Scope Checked ER fact: dli status scope checked.
    Inspect evidence
    Publisher evidence 1
    created at: 2026-07-16T01:24:56.697107+00:00, entity id: 08e55c65-7528-4e4c-b9ff-5e89e175ba42, entity key: er:entity:observation:f2c7f03c066e1aafed57f67e09d853aa6787ce7355b6b52c0f8fbcd4f5ff6427, er run id: 1424d3cd-d35c-4cec-a1d0-4da976d079d6, er run key: entity-resolution/20260716T012119673515Z, evidence: entity key: er:entity:observation:f2c7f03c066e1aafed57f67e09d853aa6787ce7355b6b52c0f8fbcd4f5ff6427, statuses checked: expired, issued
    Evidence reference 1
    entity key: er:entity:observation:f2c7f03c066e1aafed57f67e09d853aa6787ce7355b6b52c0f8fbcd4f5ff6427, statuses checked: expired, issued
    Evidence reference 2
    er run id: 1424d3cd-d35c-4cec-a1d0-4da976d079d6, er run key: entity-resolution/20260716T012119673515Z, reasoning rule version: dataflow.er.reasoning.v2
    Stored row reference 1
    fact key: a25aec237ccd8eb3de57d32a6f1700ce32c89b7c8a40e1926c04b3e6344e6750
  • true Entity ER fact: entity.
    Inspect evidence
    Publisher evidence 1
    created at: 2026-07-16T01:24:56.697107+00:00, entity id: 08e55c65-7528-4e4c-b9ff-5e89e175ba42, entity key: er:entity:observation:f2c7f03c066e1aafed57f67e09d853aa6787ce7355b6b52c0f8fbcd4f5ff6427, er run id: 1424d3cd-d35c-4cec-a1d0-4da976d079d6, er run key: entity-resolution/20260716T012119673515Z, evidence: display name: Upfront Plumbing LLC, entity key: er:entity:observation:f2c7f03c066e1aafed57f67e09d853aa6787ce7355b6b52c0f8fbcd4f5ff6427, er confidence: 0.96, normalized name: UPFRONT PLUMBING
    Evidence reference 1
    display name: Upfront Plumbing LLC, entity key: er:entity:observation:f2c7f03c066e1aafed57f67e09d853aa6787ce7355b6b52c0f8fbcd4f5ff6427, er confidence: 0.96, normalized name: UPFRONT PLUMBING
    Evidence reference 2
    er run id: 1424d3cd-d35c-4cec-a1d0-4da976d079d6, er run key: entity-resolution/20260716T012119673515Z, reasoning rule version: dataflow.er.reasoning.v2
    Stored row reference 1
    fact key: 1e3be7371de0f5d2df44023ed9e14e87b3f2e2cfd8567f3c12bde17b1dd04310
  • accepted Er Review Status ER fact: er review status.
    Inspect evidence
    Publisher evidence 1
    created at: 2026-07-16T01:24:56.697107+00:00, entity id: 08e55c65-7528-4e4c-b9ff-5e89e175ba42, entity key: er:entity:observation:f2c7f03c066e1aafed57f67e09d853aa6787ce7355b6b52c0f8fbcd4f5ff6427, er run id: 1424d3cd-d35c-4cec-a1d0-4da976d079d6, er run key: entity-resolution/20260716T012119673515Z, evidence: entity key: er:entity:observation:f2c7f03c066e1aafed57f67e09d853aa6787ce7355b6b52c0f8fbcd4f5ff6427, review status: accepted
    Evidence reference 1
    entity key: er:entity:observation:f2c7f03c066e1aafed57f67e09d853aa6787ce7355b6b52c0f8fbcd4f5ff6427, review status: accepted
    Evidence reference 2
    er run id: 1424d3cd-d35c-4cec-a1d0-4da976d079d6, er run key: entity-resolution/20260716T012119673515Z, reasoning rule version: dataflow.er.reasoning.v2
    Stored row reference 1
    fact key: 72207056207ddd7b8f5546964b6fc18e8c8a4e073aadcaccfdcc308b015fd525
  • business_directory Has Observation Type ER fact: has observation type.
    Inspect evidence
    Publisher evidence 1
    created at: 2026-07-16T01:24:56.697107+00:00, entity id: 08e55c65-7528-4e4c-b9ff-5e89e175ba42, entity key: er:entity:observation:f2c7f03c066e1aafed57f67e09d853aa6787ce7355b6b52c0f8fbcd4f5ff6427, er run id: 1424d3cd-d35c-4cec-a1d0-4da976d079d6, er run key: entity-resolution/20260716T012119673515Z, evidence: display name: Upfront Plumbing LLC, observation key: er:observation:career-one-stop:398aae7c74c3fbb530ff943aab6cddb5ffd7f08495b55971fa667111f17daf77, observation type: business_directory, sour
    Evidence reference 1
    display name: Upfront Plumbing LLC, observation key: er:observation:career-one-stop:398aae7c74c3fbb530ff943aab6cddb5ffd7f08495b55971fa667111f17daf77, observation type: business_directory, source id: 25238c5e-dfff-4676-89b1-e275739f4639, source key: career_one_stop_directory, source table: career_one_stop_directory_rows
    Evidence reference 2
    er run id: 1424d3cd-d35c-4cec-a1d0-4da976d079d6, er run key: entity-resolution/20260716T012119673515Z, reasoning rule version: dataflow.er.reasoning.v2
    Stored row reference 1
    fact key: f864ac97fc14277edcb46528efc30f23bf57fc309a4f49687f076a5b367da434
  • business_license Has Observation Type ER fact: has observation type.
    Inspect evidence
    Publisher evidence 1
    created at: 2026-07-16T01:24:56.697107+00:00, entity id: 08e55c65-7528-4e4c-b9ff-5e89e175ba42, entity key: er:entity:observation:f2c7f03c066e1aafed57f67e09d853aa6787ce7355b6b52c0f8fbcd4f5ff6427, er run id: 1424d3cd-d35c-4cec-a1d0-4da976d079d6, er run key: entity-resolution/20260716T012119673515Z, evidence: display name: UPFRONT PLUMBING LLC, observation key: er:observation:dli-publisher-license:97216971d31d4be5d569c82c290a146449c45e019e5378c74e4e3e1d8fd7540c, observation type: business_license,
    Publisher evidence 2
    created at: 2026-07-16T01:24:56.697107+00:00, entity id: 08e55c65-7528-4e4c-b9ff-5e89e175ba42, entity key: er:entity:observation:f2c7f03c066e1aafed57f67e09d853aa6787ce7355b6b52c0f8fbcd4f5ff6427, er run id: 1424d3cd-d35c-4cec-a1d0-4da976d079d6, er run key: entity-resolution/20260716T012119673515Z, evidence: display name: UPFRONT PLUMBING LLC, observation key: er:observation:dli-publisher-license:b04c66d04a2d803167cdabfbcfce7ffeadd0c6e257ad77bbafffdc274a151e36, observation type: business_license,
    Evidence reference 1
    display name: UPFRONT PLUMBING LLC, observation key: er:observation:dli-publisher-license:97216971d31d4be5d569c82c290a146449c45e019e5378c74e4e3e1d8fd7540c, observation type: business_license, source id: 882799ed-76fe-4eb1-9196-f8678e2b4180, source key: mn_dli_license_snapshot, source table: dli_license_snapshot_rows
    Evidence reference 2
    er run id: 1424d3cd-d35c-4cec-a1d0-4da976d079d6, er run key: entity-resolution/20260716T012119673515Z, reasoning rule version: dataflow.er.reasoning.v2
    Evidence reference 3
    display name: UPFRONT PLUMBING LLC, observation key: er:observation:dli-publisher-license:b04c66d04a2d803167cdabfbcfce7ffeadd0c6e257ad77bbafffdc274a151e36, observation type: business_license, source id: bb5946da-4585-4a9a-88df-5bc68db170ad, source key: mn_dli_license_snapshot, source table: dli_license_snapshot_rows
    Stored row reference 1
    fact key: 60be57258ed103a3367b1a8fd633514822d257a96338ed11b16ba9991a1694f8
    Stored row reference 2
    fact key: 921d922586d7bc04f387f0d7813bc54593bb9a93eaa9c1625b3fd568336708ab
  • career_one_stop_directory_rows Has Source Table ER fact: has source table.
    Inspect evidence
    Publisher evidence 1
    created at: 2026-07-16T01:24:56.697107+00:00, entity id: 08e55c65-7528-4e4c-b9ff-5e89e175ba42, entity key: er:entity:observation:f2c7f03c066e1aafed57f67e09d853aa6787ce7355b6b52c0f8fbcd4f5ff6427, er run id: 1424d3cd-d35c-4cec-a1d0-4da976d079d6, er run key: entity-resolution/20260716T012119673515Z, evidence: display name: Upfront Plumbing LLC, observation key: er:observation:career-one-stop:398aae7c74c3fbb530ff943aab6cddb5ffd7f08495b55971fa667111f17daf77, observation type: business_directory, sour
    Evidence reference 1
    display name: Upfront Plumbing LLC, observation key: er:observation:career-one-stop:398aae7c74c3fbb530ff943aab6cddb5ffd7f08495b55971fa667111f17daf77, observation type: business_directory, source id: 25238c5e-dfff-4676-89b1-e275739f4639, source key: career_one_stop_directory, source table: career_one_stop_directory_rows
    Evidence reference 2
    er run id: 1424d3cd-d35c-4cec-a1d0-4da976d079d6, er run key: entity-resolution/20260716T012119673515Z, reasoning rule version: dataflow.er.reasoning.v2
    Stored row reference 1
    fact key: 892eea3199939185f02588a4313547d341c8c53b45a3c7ad6043e190bc929949
  • dli_license_snapshot_rows Has Source Table ER fact: has source table.
    Inspect evidence
    Publisher evidence 1
    created at: 2026-07-16T01:24:56.697107+00:00, entity id: 08e55c65-7528-4e4c-b9ff-5e89e175ba42, entity key: er:entity:observation:f2c7f03c066e1aafed57f67e09d853aa6787ce7355b6b52c0f8fbcd4f5ff6427, er run id: 1424d3cd-d35c-4cec-a1d0-4da976d079d6, er run key: entity-resolution/20260716T012119673515Z, evidence: display name: UPFRONT PLUMBING LLC, observation key: er:observation:dli-publisher-license:b04c66d04a2d803167cdabfbcfce7ffeadd0c6e257ad77bbafffdc274a151e36, observation type: business_license,
    Publisher evidence 2
    created at: 2026-07-16T01:24:56.697107+00:00, entity id: 08e55c65-7528-4e4c-b9ff-5e89e175ba42, entity key: er:entity:observation:f2c7f03c066e1aafed57f67e09d853aa6787ce7355b6b52c0f8fbcd4f5ff6427, er run id: 1424d3cd-d35c-4cec-a1d0-4da976d079d6, er run key: entity-resolution/20260716T012119673515Z, evidence: display name: UPFRONT PLUMBING LLC, observation key: er:observation:dli-publisher-license:97216971d31d4be5d569c82c290a146449c45e019e5378c74e4e3e1d8fd7540c, observation type: business_license,
    Evidence reference 1
    display name: UPFRONT PLUMBING LLC, observation key: er:observation:dli-publisher-license:b04c66d04a2d803167cdabfbcfce7ffeadd0c6e257ad77bbafffdc274a151e36, observation type: business_license, source id: bb5946da-4585-4a9a-88df-5bc68db170ad, source key: mn_dli_license_snapshot, source table: dli_license_snapshot_rows
    Evidence reference 2
    er run id: 1424d3cd-d35c-4cec-a1d0-4da976d079d6, er run key: entity-resolution/20260716T012119673515Z, reasoning rule version: dataflow.er.reasoning.v2
    Evidence reference 3
    display name: UPFRONT PLUMBING LLC, observation key: er:observation:dli-publisher-license:97216971d31d4be5d569c82c290a146449c45e019e5378c74e4e3e1d8fd7540c, observation type: business_license, source id: 882799ed-76fe-4eb1-9196-f8678e2b4180, source key: mn_dli_license_snapshot, source table: dli_license_snapshot_rows
    Stored row reference 1
    fact key: a57b3d0960e8c37c6abf0d542fc1fde6b100a24bc7005d5abf272584caab1fd4
    Stored row reference 2
    fact key: aed76aa93beb355e50634e655c99143cff93c90e92644d9a404ec0e2b6159433
source native · Up to 10 most recent
  • 4080 Latoka View Ln SW ALEXANDRIA, MN 56308-4304 Addresses Business-directory address evidence
    Inspect evidence
    Publisher evidence 1
    acquisition keys: 2c57e242c164c56ada07bebf82bcc3677db0c929a7e9c43ca616735820bb6f68, addresses: 4080 Latoka View Ln SW ALEXANDRIA, MN 56308-4304, business name: Upfront Plumbing LLC, business slug: upfront-plumbing-llc-b8af373c, canonical context key: er:entity:observation:f2c7f03c066e1aafed57f67e09d853aa6787ce7355b6b52c0f8fbcd4f5ff6427, caveat text: CareerOneStop rows are manual 1-4 employee directory evidence. | Permit joins are exact normalized business-name/DBA joins only. | No exact Minneapo
    Stored row reference 1
    acquisition keys: 2c57e242c164c56ada07bebf82bcc3677db0c929a7e9c43ca616735820bb6f68, business slug: upfront-plumbing-llc-b8af373c, directory row ids: 25238c5e-dfff-4676-89b1-e275739f4639, evidence row keys: 5a3df94919089894af68dca29b5bbe1300575481e665d47586ec97cdc917eeac, source paths: .data/exports/final/career_one_stop_electricians_plumbers_final.csv, source record keys: 575327d7a4d045174596514dd72763e2b452cd74f8954390943089ec35096d32
  • Upfront Plumbing LLC Business Name CareerOneStop profile display name
    Inspect evidence
    Publisher evidence 1
    acquisition keys: 2c57e242c164c56ada07bebf82bcc3677db0c929a7e9c43ca616735820bb6f68, addresses: 4080 Latoka View Ln SW ALEXANDRIA, MN 56308-4304, business name: Upfront Plumbing LLC, business slug: upfront-plumbing-llc-b8af373c, canonical context key: er:entity:observation:f2c7f03c066e1aafed57f67e09d853aa6787ce7355b6b52c0f8fbcd4f5ff6427, caveat text: CareerOneStop rows are manual 1-4 employee directory evidence. | Permit joins are exact normalized business-name/DBA joins only. | No exact Minneapo
    Stored row reference 1
    acquisition keys: 2c57e242c164c56ada07bebf82bcc3677db0c929a7e9c43ca616735820bb6f68, business slug: upfront-plumbing-llc-b8af373c, directory row ids: 25238c5e-dfff-4676-89b1-e275739f4639, evidence row keys: 5a3df94919089894af68dca29b5bbe1300575481e665d47586ec97cdc917eeac, source paths: .data/exports/final/career_one_stop_electricians_plumbers_final.csv, source record keys: 575327d7a4d045174596514dd72763e2b452cd74f8954390943089ec35096d32
  • Owner Contact Titles Business-directory contact title evidence
    Inspect evidence
    Publisher evidence 1
    acquisition keys: 2c57e242c164c56ada07bebf82bcc3677db0c929a7e9c43ca616735820bb6f68, addresses: 4080 Latoka View Ln SW ALEXANDRIA, MN 56308-4304, business name: Upfront Plumbing LLC, business slug: upfront-plumbing-llc-b8af373c, canonical context key: er:entity:observation:f2c7f03c066e1aafed57f67e09d853aa6787ce7355b6b52c0f8fbcd4f5ff6427, caveat text: CareerOneStop rows are manual 1-4 employee directory evidence. | Permit joins are exact normalized business-name/DBA joins only. | No exact Minneapo
    Stored row reference 1
    acquisition keys: 2c57e242c164c56ada07bebf82bcc3677db0c929a7e9c43ca616735820bb6f68, business slug: upfront-plumbing-llc-b8af373c, directory row ids: 25238c5e-dfff-4676-89b1-e275739f4639, evidence row keys: 5a3df94919089894af68dca29b5bbe1300575481e665d47586ec97cdc917eeac, source paths: .data/exports/final/career_one_stop_electricians_plumbers_final.csv, source record keys: 575327d7a4d045174596514dd72763e2b452cd74f8954390943089ec35096d32
  • 1-4 Employees CareerOneStop employee range
    Inspect evidence
    Publisher evidence 1
    acquisition keys: 2c57e242c164c56ada07bebf82bcc3677db0c929a7e9c43ca616735820bb6f68, addresses: 4080 Latoka View Ln SW ALEXANDRIA, MN 56308-4304, business name: Upfront Plumbing LLC, business slug: upfront-plumbing-llc-b8af373c, canonical context key: er:entity:observation:f2c7f03c066e1aafed57f67e09d853aa6787ce7355b6b52c0f8fbcd4f5ff6427, caveat text: CareerOneStop rows are manual 1-4 employee directory evidence. | Permit joins are exact normalized business-name/DBA joins only. | No exact Minneapo
    Stored row reference 1
    acquisition keys: 2c57e242c164c56ada07bebf82bcc3677db0c929a7e9c43ca616735820bb6f68, business slug: upfront-plumbing-llc-b8af373c, directory row ids: 25238c5e-dfff-4676-89b1-e275739f4639, evidence row keys: 5a3df94919089894af68dca29b5bbe1300575481e665d47586ec97cdc917eeac, source paths: .data/exports/final/career_one_stop_electricians_plumbers_final.csv, source record keys: 575327d7a4d045174596514dd72763e2b452cd74f8954390943089ec35096d32
  • 2024 Established Years Business-directory established year
    Inspect evidence
    Publisher evidence 1
    acquisition keys: 2c57e242c164c56ada07bebf82bcc3677db0c929a7e9c43ca616735820bb6f68, addresses: 4080 Latoka View Ln SW ALEXANDRIA, MN 56308-4304, business name: Upfront Plumbing LLC, business slug: upfront-plumbing-llc-b8af373c, canonical context key: er:entity:observation:f2c7f03c066e1aafed57f67e09d853aa6787ce7355b6b52c0f8fbcd4f5ff6427, caveat text: CareerOneStop rows are manual 1-4 employee directory evidence. | Permit joins are exact normalized business-name/DBA joins only. | No exact Minneapo
    Stored row reference 1
    acquisition keys: 2c57e242c164c56ada07bebf82bcc3677db0c929a7e9c43ca616735820bb6f68, business slug: upfront-plumbing-llc-b8af373c, directory row ids: 25238c5e-dfff-4676-89b1-e275739f4639, evidence row keys: 5a3df94919089894af68dca29b5bbe1300575481e665d47586ec97cdc917eeac, source paths: .data/exports/final/career_one_stop_electricians_plumbers_final.csv, source record keys: 575327d7a4d045174596514dd72763e2b452cd74f8954390943089ec35096d32
  • Building Equipment Contractors Industries Business-directory industry evidence
    Inspect evidence
    Publisher evidence 1
    acquisition keys: 2c57e242c164c56ada07bebf82bcc3677db0c929a7e9c43ca616735820bb6f68, addresses: 4080 Latoka View Ln SW ALEXANDRIA, MN 56308-4304, business name: Upfront Plumbing LLC, business slug: upfront-plumbing-llc-b8af373c, canonical context key: er:entity:observation:f2c7f03c066e1aafed57f67e09d853aa6787ce7355b6b52c0f8fbcd4f5ff6427, caveat text: CareerOneStop rows are manual 1-4 employee directory evidence. | Permit joins are exact normalized business-name/DBA joins only. | No exact Minneapo
    Stored row reference 1
    acquisition keys: 2c57e242c164c56ada07bebf82bcc3677db0c929a7e9c43ca616735820bb6f68, business slug: upfront-plumbing-llc-b8af373c, directory row ids: 25238c5e-dfff-4676-89b1-e275739f4639, evidence row keys: 5a3df94919089894af68dca29b5bbe1300575481e665d47586ec97cdc917eeac, source paths: .data/exports/final/career_one_stop_electricians_plumbers_final.csv, source record keys: 575327d7a4d045174596514dd72763e2b452cd74f8954390943089ec35096d32
  • Jayme Aure Key contacts Business-directory key contact evidence
    Inspect evidence
    Publisher evidence 1
    acquisition keys: 2c57e242c164c56ada07bebf82bcc3677db0c929a7e9c43ca616735820bb6f68, addresses: 4080 Latoka View Ln SW ALEXANDRIA, MN 56308-4304, business name: Upfront Plumbing LLC, business slug: upfront-plumbing-llc-b8af373c, canonical context key: er:entity:observation:f2c7f03c066e1aafed57f67e09d853aa6787ce7355b6b52c0f8fbcd4f5ff6427, caveat text: CareerOneStop rows are manual 1-4 employee directory evidence. | Permit joins are exact normalized business-name/DBA joins only. | No exact Minneapo
    Stored row reference 1
    acquisition keys: 2c57e242c164c56ada07bebf82bcc3677db0c929a7e9c43ca616735820bb6f68, business slug: upfront-plumbing-llc-b8af373c, directory row ids: 25238c5e-dfff-4676-89b1-e275739f4639, evidence row keys: 5a3df94919089894af68dca29b5bbe1300575481e665d47586ec97cdc917eeac, source paths: .data/exports/final/career_one_stop_electricians_plumbers_final.csv, source record keys: 575327d7a4d045174596514dd72763e2b452cd74f8954390943089ec35096d32
  • 320-815-4159 Phones Business-directory phone evidence
    Inspect evidence
    Publisher evidence 1
    acquisition keys: 2c57e242c164c56ada07bebf82bcc3677db0c929a7e9c43ca616735820bb6f68, addresses: 4080 Latoka View Ln SW ALEXANDRIA, MN 56308-4304, business name: Upfront Plumbing LLC, business slug: upfront-plumbing-llc-b8af373c, canonical context key: er:entity:observation:f2c7f03c066e1aafed57f67e09d853aa6787ce7355b6b52c0f8fbcd4f5ff6427, caveat text: CareerOneStop rows are manual 1-4 employee directory evidence. | Permit joins are exact normalized business-name/DBA joins only. | No exact Minneapo
    Stored row reference 1
    acquisition keys: 2c57e242c164c56ada07bebf82bcc3677db0c929a7e9c43ca616735820bb6f68, business slug: upfront-plumbing-llc-b8af373c, directory row ids: 25238c5e-dfff-4676-89b1-e275739f4639, evidence row keys: 5a3df94919089894af68dca29b5bbe1300575481e665d47586ec97cdc917eeac, source paths: .data/exports/final/career_one_stop_electricians_plumbers_final.csv, source record keys: 575327d7a4d045174596514dd72763e2b452cd74f8954390943089ec35096d32
  • plumbing, hvac Trade Lanes Business-directory trade lanes
    Inspect evidence
    Publisher evidence 1
    acquisition keys: 2c57e242c164c56ada07bebf82bcc3677db0c929a7e9c43ca616735820bb6f68, addresses: 4080 Latoka View Ln SW ALEXANDRIA, MN 56308-4304, business name: Upfront Plumbing LLC, business slug: upfront-plumbing-llc-b8af373c, canonical context key: er:entity:observation:f2c7f03c066e1aafed57f67e09d853aa6787ce7355b6b52c0f8fbcd4f5ff6427, caveat text: CareerOneStop rows are manual 1-4 employee directory evidence. | Permit joins are exact normalized business-name/DBA joins only. | No exact Minneapo
    Stored row reference 1
    acquisition keys: 2c57e242c164c56ada07bebf82bcc3677db0c929a7e9c43ca616735820bb6f68, business slug: upfront-plumbing-llc-b8af373c, directory row ids: 25238c5e-dfff-4676-89b1-e275739f4639, evidence row keys: 5a3df94919089894af68dca29b5bbe1300575481e665d47586ec97cdc917eeac, source paths: .data/exports/final/career_one_stop_electricians_plumbers_final.csv, source record keys: 575327d7a4d045174596514dd72763e2b452cd74f8954390943089ec35096d32
unclassified · Up to 10 most recent
  • display name: UPFRONT PLUMBING LLC, observation type: business_license, source key: mn_dli_license_snapshot Source Membership Source observation included in the accepted ER entity.
    Inspect evidence
    Publisher evidence 1
    city: ALEXANDRIA, created at: 2026-07-16T01:21:19.686725+00:00, display name: UPFRONT PLUMBING LLC, id: 281b171f-052e-454b-95a9-da4155763e7b, is business evidence: Yes, is person evidence: No
    Publisher evidence 2
    city: ALEXANDRIA, created at: 2026-07-16T01:21:19.686725+00:00, display name: UPFRONT PLUMBING LLC, id: b90bf493-92ba-4aca-93df-c622294480d4, is business evidence: Yes, is person evidence: No
    Evidence reference 1
    entity key: er:entity:observation:f2c7f03c066e1aafed57f67e09d853aa6787ce7355b6b52c0f8fbcd4f5ff6427, observation key: er:observation:dli-publisher-license:97216971d31d4be5d569c82c290a146449c45e019e5378c74e4e3e1d8fd7540c, rule version: dataflow.er.v2
    Evidence reference 2
    entity key: er:entity:observation:f2c7f03c066e1aafed57f67e09d853aa6787ce7355b6b52c0f8fbcd4f5ff6427, observation key: er:observation:dli-publisher-license:b04c66d04a2d803167cdabfbcfce7ffeadd0c6e257ad77bbafffdc274a151e36, rule version: dataflow.er.v2
    Stored row reference 1
    observation key: er:observation:dli-publisher-license:97216971d31d4be5d569c82c290a146449c45e019e5378c74e4e3e1d8fd7540c, source id: 882799ed-76fe-4eb1-9196-f8678e2b4180, source row hash: dbfc34b0f0c37e842bce2082ab88d19336afe0e3b58643e162796374ea799bd7, source table: dli_license_snapshot_rows
    Stored row reference 2
    observation key: er:observation:dli-publisher-license:b04c66d04a2d803167cdabfbcfce7ffeadd0c6e257ad77bbafffdc274a151e36, source id: bb5946da-4585-4a9a-88df-5bc68db170ad, source row hash: e12161ec7c30442b92971dcb993273af97fd170792d4b1a975c9180080620589, source table: dli_license_snapshot_rows
  • display name: Upfront Plumbing LLC, observation type: business_directory, source key: career_one_stop_directory Source Membership Source observation included in the accepted ER entity.
    Inspect evidence
    Publisher evidence 1
    city: Unknown, created at: 2026-07-16T01:21:19.686725+00:00, display name: Upfront Plumbing LLC, id: 978af2c0-4a4b-4cce-84a9-4c2ef97b1b1b, is business evidence: Yes, is person evidence: No
    Evidence reference 1
    entity key: er:entity:observation:f2c7f03c066e1aafed57f67e09d853aa6787ce7355b6b52c0f8fbcd4f5ff6427, observation key: er:observation:career-one-stop:398aae7c74c3fbb530ff943aab6cddb5ffd7f08495b55971fa667111f17daf77, rule version: dataflow.er.v2
    Stored row reference 1
    observation key: er:observation:career-one-stop:398aae7c74c3fbb530ff943aab6cddb5ffd7f08495b55971fa667111f17daf77, source id: 25238c5e-dfff-4676-89b1-e275739f4639, source row hash: ba1515afddcca64d03158f06edb6e9b2a2c92e7165a27aa1ae92ad13b902413b, source table: career_one_stop_directory_rows
  • missing_evidence_is_unknown Absence Boundary Missing evidence is unknown and is never projected as a negative fact.
  • CareerOneStop rows are manual 1-4 employee directory evidence. Coverage Caveat CareerOneStop rows are manual 1-4 employee directory evidence.
    Inspect evidence
    Stored row reference 1
    acquisition keys: 2c57e242c164c56ada07bebf82bcc3677db0c929a7e9c43ca616735820bb6f68, business slug: upfront-plumbing-llc-b8af373c, directory row ids: 25238c5e-dfff-4676-89b1-e275739f4639, evidence row keys: 5a3df94919089894af68dca29b5bbe1300575481e665d47586ec97cdc917eeac, source paths: .data/exports/final/career_one_stop_electricians_plumbers_final.csv, source record keys: 575327d7a4d045174596514dd72763e2b452cd74f8954390943089ec35096d32
  • No exact Minneapolis permit contractor match; this is unknown, not negative. Coverage Caveat No exact Minneapolis permit contractor match; this is unknown, not negative.
    Inspect evidence
    Stored row reference 1
    acquisition keys: 2c57e242c164c56ada07bebf82bcc3677db0c929a7e9c43ca616735820bb6f68, business slug: upfront-plumbing-llc-b8af373c, directory row ids: 25238c5e-dfff-4676-89b1-e275739f4639, evidence row keys: 5a3df94919089894af68dca29b5bbe1300575481e665d47586ec97cdc917eeac, source paths: .data/exports/final/career_one_stop_electricians_plumbers_final.csv, source record keys: 575327d7a4d045174596514dd72763e2b452cd74f8954390943089ec35096d32
  • Permit joins are exact normalized business-name/DBA joins only. Coverage Caveat Permit joins are exact normalized business-name/DBA joins only.
    Inspect evidence
    Stored row reference 1
    acquisition keys: 2c57e242c164c56ada07bebf82bcc3677db0c929a7e9c43ca616735820bb6f68, business slug: upfront-plumbing-llc-b8af373c, directory row ids: 25238c5e-dfff-4676-89b1-e275739f4639, evidence row keys: 5a3df94919089894af68dca29b5bbe1300575481e665d47586ec97cdc917eeac, source paths: .data/exports/final/career_one_stop_electricians_plumbers_final.csv, source record keys: 575327d7a4d045174596514dd72763e2b452cd74f8954390943089ec35096d32

Coverage and absence notes