PROJECT WALKTHROUGH / INDEPENDENT SYNTHETIC RECONSTRUCTION
Global product harmonizationRegional nuance. A shared product identity.
Regional product schemas, multilingual taxonomies and incomplete attributes make cross-region product matching and reporting difficult to scale.
01 / ORIGINAL ENGAGEMENT
What I owned.
I acted as the primary technical consultant driving solution design and the project, with hands-on Snowflake and Azure work. AI coding tools supported implementation; specialist and delivery collaborators supported the build.
The original work reduced duplicate reporting by approximately 40% and identified $25M+ in annual savings opportunities. Identified opportunities are distinct from realized savings and from this reconstruction's local measurements.
02 / HOW THE SOLUTION WORKS
Follow the flow.
01Regional products
02Normalize & block
03Evidence & stewardship
04Publish harmonized views
Explore the interactive architecture and connected components ↗
03 / RECORDED LOCAL EXECUTION
See the example in motion.
Captioned recording rendered from synthetic evaluation outputs. The website presents evidence; run the downloaded project locally to execute its API.
Example scenario
Synthetic regional records pass through candidate generation, specification guardrails and human review before a consistent product snapshot is published.
Inspect recorded output +
{
"records": [
{
"source_key": "NA-000",
"region": "NA",
"manufacturer": "astermobility",
"part_number": "ax000",
"description": "Touring Line 000",
"size": "225/55R17",
"load_index": 90,
"speed": "V",
"season": "all-season",
"description_norm": "touringline000"
},
{
"source_key": "EMEA-000",
"region": "EMEA",
"manufacturer": "astermobility",
"part_number": "ax000",
"description": "Touring Line 000",
"size": "225/55R17",
"load_index": 90,
"speed": "V",
"season": "all-season",
"description_norm": "touringline000"
},
{
"source_key": "APAC-000",
"region": "APAC",
"manufacturer": "astermobility",
"part_number": "ax000",
"description": "Touring Line 000",
"size": "225/55R17",
"load_index": 90,
"speed": "V",
"season": "all-season",
"description_norm": "touringline000"
},
{
"source_key": "NA-001",
"region": "NA",
"manufacturer": "astermobility",
"part_number": "ax001",
"description": "Touring Line 001",
"size": "205/55R16",
"load_index": 91,
"speed": "H",
"season": "all-season",
"description_norm": "touringline001"
},
{
"source_key": "EMEA-001",
"region": "EMEA",
"manufacturer": "astermobility",
"part_number": "ax001",
"description": "Touringline 001",
"size": "205/55R16",
"load_index": 91,
"speed": "H",
"season": "all-season",
"description_norm": "touringline001"
},
{
"source_key": "APAC-001",
"region": "APAC",
"manufacturer": "astermobility",
"part_number": "ax001",
"description": "Touring Line 001",
"size": "205/55R16",
"load_index": 91,
"speed": "H",
"season": "all-season",
"description_norm": "touringline001"
},
{
"source_key": "NA-002",
"region": "NA",
"manufacturer": "astermobility",
"part_number": "ax002",
"description": "Touring Line 002",
"size": "215/60R17",
"load_index": 92,
"speed": "V",
"season": "all-season",
"description_norm": "touringline002"
},
{
"source_key": "EMEA-002",
"region": "EMEA",
"manufacturer": "astermobility",
"part_number": "ax002",
"description": "Touring Line 002",
"size": "215/60R17",
"load_index": 92,
"speed": "V",
"season": "all-season",
"description_norm": "touringline002"
},
{
"source_key": "APAC-002",
"region": "APAC",
"manufacturer": "astermobility",
"part_number": "ax002",
"description": "Touring Line 002",
"size": "215/60R17",
"load_index": 92,
"speed": "V",
"season": "all-season",
"description_norm": "touringline002"
},
{
"source_key": "NA-003",
"region": "NA",
"manufacturer": "astermobility",
"part_number": "ax003",
"description": "Touring Line 003",
"size": "235/45R18",
"load_index": 93,
"speed": "H",
"season": "all-season",
"description_norm": "touringline003"
},
{
"source_key": "EMEA-003",
"region": "EMEA",
"manufacturer": "astermobility",
"part_number": "ax003",
"description": "Touring Line 003",
"size": "235/45R18",
"load_index": 93,
"speed": "H",
"season": "all-season",
"description_norm": "touringline003"
},
{
"source_key": "APAC-003",
"region": "APAC",
"manufacturer": "astermobility",
"part_number": "ax003",
"description": "Touring Line 003",
"size": "235/45R18",
"load_index": 93,
"speed": "H",
"season": "all-season",
"description_norm": "touringline003"
},
{
"source_key": "NA-004",
"region": "NA",
"manufacturer": "astermobility",
"part_number": "ax004",
"description": "Touring Line 004",
"size": "225/55R17",
"load_index": 94,
"speed": "V",
"season": "all-season",
"description_norm": "touringline004"
},
{
"source_key": "EMEA-004",
"region": "EMEA",
"manufacturer": "astermobility",
"part_number": "ax004",
"description": "Touring Line 004",
"size": "225/55R17",
"load_index": 94,
"speed": "V",
"season": "all-season",
"description_norm": "touringline004"
},
{
"source_key": "APAC-004",
"region": "APAC",
"manufacturer": "astermobility",
"part_number": "ax004",
"description": "Touring Line 004",
"size": "225/55R17",
"load_index": 94,
"speed": "V",
"season": "all-season",
"description_norm": "touringline004"
},
{
"source_key": "NA-005",
"region": "NA",
"manufacturer": "astermobility",
"part_number": "ax005",
"description": "Touring Line 005",
"size": "205/55R16",
"load_index": 95,
"speed": "H",
"season": "all-season",
"description_norm": "touringline005"
},
{
"source_key": "EMEA-005",
"region": "EMEA",
"manufacturer": "astermobility",
"part_number": "ax005",
"description": "Touring Line 005",
"size": "205/55R16",
"load_index": 95,
"speed": "H",
"season": "all-season",
"description_norm": "touringline005"
},
{
"source_key": "APAC-005",
"region": "APAC",
"manufacturer": "astermobility",
"part_number": "ax005",
"description": "Touring Line 005",
"size": "205/55R16",
"load_index": 95,
"speed": "H",
"season": "all-season",
"description_norm": "touringline005"
},
{
"source_key": "NA-006",
"region": "NA",
"manufacturer": "astermobility",
"part_number": "ax006",
"description": "Touring Line 006",
"size": "215/60R17",
"load_index": 96,
"speed": "V",
"season": "all-season",
"description_norm": "touringline006"
},
{
"source_key": "EMEA-006",
"region": "EMEA",
"manufacturer": "astermobility",
"part_number": "ax006",
"description": "Touring Line 006",
"size": "215/60R17",
"load_index": 96,
"speed": "V",
"season": "all-season",
"description_norm": "touringline006"
},
{
"source_key": "APAC-006",
"region": "APAC",
"manufacturer": "astermobility",
"part_number": "ax006",
"description": "Touring Line 006",
"size": "215/60R17",
"load_index": 96,
"speed": "V",
"season": "all-season",
"description_norm": "touringline006"
},
{
"source_key": "NA-007",
"region": "NA",
"manufacturer": "astermobility",
"part_number": "ax007",
"description": "Touring Line 007",
"size": "235/45R18",
"load_index": 97,
"speed": "H",
"season": "all-season",
"description_norm": "touringline007"
},
{
"source_key": "EMEA-007",
"region": "EMEA",
"manufacturer": "astermobility",
"part_number": "ax007",
"description": "Touring Line 007",
"size": "235/45R18",
"load_index": 97,
"speed": "H",
"season": "all-season",
"description_norm": "touringline007"
},
{
"source_key": "APAC-007",
"region": "APAC",
"manufacturer": "astermobility",
"part_number": "ax007",
"description": "Touring Line 007",
"size": "235/45R18",
"load_index": 97,
"speed": "H",
"season": "all-season",
"description_norm": "touringline007"
},
{
"source_key": "NA-008",
"region": "NA",
"manufacturer": "astermobility",
"part_number": "ax008",
"description": "Touring Line 008",
"size": "225/55R17",
"load_index": 98,
"speed": "V",
"season": "all-season",
"description_norm": "touringline008"
},
{
"source_key": "EMEA-008",
"region": "EMEA",
"manufacturer": "astermobility",
"part_number": "ax008",
"description": "Touring Line 008",
"size": "225/55R17",
"load_index": 98,
"speed": "V",
"season": "all-season",
"description_norm": "touringline008"
},
{
"source_key": "APAC-008",
"region": "APAC",
"manufacturer": "astermobility",
"part_number": "ax008",
"description": "Touring Line 008",
"size": "225/55R17",
"load_index": 98,
"speed": "V",
"season": "all-season",
"description_norm": "touringline008"
},
{
"source_key": "NA-009",
"region": "NA",
"manufacturer": "astermobility",
"part_number": "ax009",
"description": "Touring Line 009",
"size": "205/55R16",
"load_index": 99,
"speed": "H",
"season": "all-season",
"description_norm": "touringline009"
},
{
"source_key": "EMEA-009",
"region": "EMEA",
"manufacturer": "astermobility",
"part_number": "ax009",
"description": "Touring Line 009",
"size": "205/55R16",
"load_index": 99,
"speed": "H",
"season": "all-season",
"description_norm": "touringline009"
},
{
"source_key": "APAC-009",
"region": "APAC",
"manufacturer": "astermobility",
"part_number": "ax009",
"description": "Touring Line 009",
"size": "205/55R16",
"load_index": 99,
"speed": "H",
"season": "all-season",
"description_norm": "touringline009"
},
{
"source_key": "NA-010",
"region": "NA",
"manufacturer": "astermobility",
"part_number": "ax010",
"description": "Touring Line 010",
"size": "215/60R17",
"load_index": 100,
"speed": "V",
"season": "all-season",
"description_norm": "touringline010"
},
{
"source_key": "EMEA-010",
"region": "EMEA",
"manufacturer": "astermobility",
"part_number": "ax010",
"description": "Touring Line 010",
"size": "215/60R17",
"load_index": 100,
"speed": "V",
"season": "all-season",
"description_norm": "touringline010"
},
{
"source_key": "APAC-010",
"region": "APAC",
"manufacturer": "astermobility",
"part_number": "ax010",
"description": "Touring Line 010",
"size": "215/60R17",
"load_index": 100,
"speed": "V",
"season": "all-season",
"description_norm": "touringline010"
},
{
"source_key": "NA-011",
"region": "NA",
"manufacturer": "astermobility",
"part_number": "ax011",
"description": "Touring Line 011",
"size": "235/45R18",
"load_index": 101,
"speed": "H",
"season": "all-season",
"description_norm": "touringline011"
},
{
"source_key": "EMEA-011",
"region": "EMEA",
"manufacturer": "astermobility",
"part_number": "ax011",
"description": "Touring Line 011",
"size": "235/45R18",
"load_index": 101,
"speed": "H",
"season": "all-season",
"description_norm": "touringline011"
},
{
"source_key": "APAC-011",
"region": "APAC",
"manufacturer": "astermobility",
"part_number": "ax011",
"description": "Touring Line 011",
"size": "235/45R18",
"load_index": 101,
"speed": "H",
"season": "all-season",
"description_norm": "touringline011"
},
{
"source_key": "NA-012",
"region": "NA",
"manufacturer": "astermobility",
"part_number": "ax012",
"description": "Touring Line 012",
"size": "225/55R17",
"load_index": 102,
"speed": "V",
"season": "all-season",
"description_norm": "touringline012"
},
{
"source_key": "EMEA-012",
"region": "EMEA",
"manufacturer": "astermobility",
"part_number": "ax012",
"description": "Touring Line 012",
"size": "225/55R17",
"load_index": 102,
"speed": "V",
"season": "all-season",
"description_norm": "touringline012"
},
{
"source_key": "APAC-012",
"region": "APAC",
"manufacturer": "astermobility",
"part_number": "ax012",
"description": "Touring Line 012",
"size": "225/55R17",
"load_index": 102,
"speed": "V",
"season": "all-season",
"description_norm": "touringline012"
},
{
"source_key": "NA-013",
"region": "NA",
"manufacturer": "astermobility",
"part_number": "ax013",
"description": "Touring Line 013",
"size": "205/55R16",
"load_index": 103,
"speed": "H",
"season": "all-season",
"description_norm": "touringline013"
},
{
"source_key": "EMEA-013",
"region": "EMEA",
"manufacturer": "astermobility",
"part_number": "ax013",
"description": "Touring Line 013",
"size": "205/55R16",
"load_index": 103,
"speed": "H",
"season": "all-season",
"description_norm": "touringline013"
},
{
"source_key": "APAC-013",
"region": "APAC",
"manufacturer": "astermobility",
"part_number": "ax013",
"description": "Touring Line 013",
"size": "205/55R16",
"load_index": 103,
"speed": "H",
"season": "all-season",
"description_norm": "touringline013"
},
{
"source_key": "NA-014",
"region": "NA",
"manufacturer": "astermobility",
"part_number": "ax014",
"description": "Touring Line 014",
"size": "215/60R17",
"load_index": 104,
"speed": "V",
"season": "all-season",
"description_norm": "touringline014"
},
{
"source_key": "EMEA-014",
"region": "EMEA",
"manufacturer": "astermobility",
"part_number": "ax014",
"description": "Touring Line 014",
"size": "215/60R17",
"load_index": 104,
"speed": "V",
"season": "all-season",
"description_norm": "touringline014"
},
{
"source_key": "APAC-014",
"region": "APAC",
"manufacturer": "astermobility",
"part_number": "ax014",
"description": "Touring Line 014",
"size": "215/60R17",
"load_index": 104,
"speed": "V",
"season": "all-season",
"description_norm": "touringline014"
},
{
"source_key": "NA-015",
"region": "NA",
"manufacturer": "astermobility",
"part_number": "ax015",
"description": "Touring Line 015",
"size": "235/45R18",
"load_index": 105,
"speed": "H",
"season": "all-season",
"description_norm": "touringline015"
},
{
"source_key": "EMEA-015",
"region": "EMEA",
"manufacturer": "astermobility",
"part_number": "ax015",
"description": "Touring Line 015",
"size": "235/45R18",
"load_index": 105,
"speed": "H",
"season": "all-season",
"description_norm": "touringline015"
},
{
"source_key": "APAC-015",
"region": "APAC",
"manufacturer": "astermobility",
"part_number": "ax015",
"description": "Touring Line 015",
"size": "235/45R18",
"load_index": 105,
"speed": "H",
"season": "all-season",
"description_norm": "touringline015"
},
{
"source_key": "NA-016",
"region": "NA",
"manufacturer": "astermobility",
"part_number": "ax016",
"description": "Touring Line 016",
"size": "225/55R17",
"load_index": 106,
"speed": "V",
"season": "all-season",
"description_norm": "touringline016"
},
{
"source_key": "EMEA-016",
"region": "EMEA",
"manufacturer": "astermobility",
"part_number": "ax016",
"description": "Touring Line 016",
"size": "225/55R17",
"load_index": 106,
"speed": "V",
"season": "all-season",
"description_norm": "touringline016"
},
{
"source_key": "APAC-016",
"region": "APAC",
"manufacturer": "astermobility",
"part_number": "ax016",
"description": "Touring Line 016",
"size": "225/55R17",
"load_index": 106,
"speed": "V",
"season": "all-season",
"description_norm": "touringline016"
},
{
"source_key": "NA-017",
"region": "NA",
"manufacturer": "astermobility",
"part_number": "ax017",
"description": "Touring Line 017",
"size": "205/55R16",
"load_index": 107,
"speed": "H",
"season": "all-season",
"description_norm": "touringline017"
},
{
"source_key": "EMEA-017",
"region": "EMEA",
"manufacturer": "astermobility",
"part_number": "ax017",
"description": "Touring Line 017",
"size": "205/55R16",
"load_index": 107,
"speed": "H",
"season": "all-season",
"description_norm": "touringline017"
},
{
"source_key": "APAC-017",
"region": "APAC",
"manufacturer": "astermobility",
"part_number": "ax017",
"description": "Touring Line 017",
"size": "205/55R16",
"load_index": 107,
"speed": "H",
"season": "all-season",
"description_norm": "touringline017"
},
{
"source_key": "NA-018",
"region": "NA",
"manufacturer": "astermobility",
"part_number": "ax018",
"description": "Touring Line 018",
"size": "215/60R17",
"load_index": 108,
"speed": "V",
"season": "all-season",
"description_norm": "touringline018"
},
{
"source_key": "EMEA-018",
"region": "EMEA",
"manufacturer": "astermobility",
"part_number": "ax018",
"description": "Touring Line 018",
"size": "215/60R17",
"load_index": 108,
"speed": "V",
"season": "all-season",
"description_norm": "touringline018"
},
{
"source_key": "APAC-018",
"region": "APAC",
"manufacturer": "astermobility",
"part_number": "ax018",
"description": "Touring Line 018",
"size": "215/60R17",
"load_index": 108,
"speed": "V",
"season": "all-season",
"description_norm": "touringline018"
},
{
"source_key": "NA-019",
"region": "NA",
"manufacturer": "astermobility",
"part_number": "ax019",
"description": "Touring Line 019",
"size": "235/45R18",
"load_index": 109,
"speed": "H",
"season": "all-season",
"description_norm": "touringline019"
},
{
"source_key": "EMEA-019",
"region": "EMEA",
"manufacturer": "astermobility",
"part_number": "ax019",
"description": "Touring Line 019",
"size": "235/45R18",
"load_index": 109,
"speed": "H",
"season": "all-season",
"description_norm": "touringline019"
},
{
"source_key": "APAC-019",
"region": "APAC",
"manufacturer": "astermobility",
"part_number": "ax019",
"description": "Touring Line 019",
"size": "235/45R18",
"load_index": 109,
"speed": "H",
"season": "all-season",
"description_norm": "touringline019"
},
{
"source_key": "NA-020",
"region": "NA",
"manufacturer": "astermobility",
"part_number": "ax020",
"description": "Touring Line 020",
"size": "225/55R17",
"load_index": 90,
"speed": "V",
"season": "all-season",
"description_norm": "touringline020"
},
{
"source_key": "EMEA-020",
"region": "EMEA",
"manufacturer": "astermobility",
"part_number": "ax020",
"description": "Touring Line 020",
"size": "225/55R17",
"load_index": 90,
"speed": "V",
"season": "all-season",
"description_norm": "touringline020"
},
{
"source_key": "APAC-020",
"region": "APAC",
"manufacturer": "astermobility",
"part_number": "ax020",
"description": "Touring Line 020",
"size": "225/55R17",
"load_index": 90,
"speed": "V",
"season": "all-season",
"description_norm": "touringline020"
},
{
"source_key": "NA-021",
"region": "NA",
"manufacturer": "astermobility",
"part_number": "ax021",
"description": "Touring Line 021",
"size": "205/55R16",
"load_index": 91,
"speed": "H",
"season": "all-season",
"description_norm": "touringline021"
},
{
"source_key": "EMEA-021",
"region": "EMEA",
"manufacturer": "astermobility",
"part_number": "ax021",
"description": "Touring Line 021",
"size": "205/55R16",
"load_index": 91,
"speed": "H",
"season": "all-season",
"description_norm": "touringline021"
},
{
"source_key": "APAC-021",
"region": "APAC",
"manufacturer": "astermobility",
"part_number": "ax021",
"description": "Touring Line 021",
"size": "205/55R16",
"load_index": 91,
"speed": "H",
"season": "all-season",
"description_norm": "touringline021"
},
{
"source_key": "NA-022",
"region": "NA",
"manufacturer": "astermobility",
"part_number": "ax022",
"description": "Touring Line 022",
"size": "215/60R17",
"load_index": 92,
"speed": "V",
"season": "all-season",
"description_norm": "touringline022"
},
{
"source_key": "EMEA-022",
"region": "EMEA",
"manufacturer": "astermobility",
"part_number": "ax022",
"description": "Touring Line 022",
"size": "215/60R17",
"load_index": 92,
"speed": "V",
"season": "all-season",
"description_norm": "touringline022"
},
{
"source_key": "APAC-022",
"region": "APAC",
"manufacturer": "astermobility",
"part_number": "ax022",
"description": "Touring Line 022",
"size": "215/60R17",
"load_index": 92,
"speed": "V",
"season": "all-season",
"description_norm": "touringline022"
},
{
"source_key": "NA-023",
"region": "NA",
"manufacturer": "astermobility",
"part_number": "ax023",
"description": "Touring Line 023",
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},
{
"pair_id": "EMEA-022::NA-022",
"left": "NA-022",
"right": "EMEA-022",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "APAC-022::NA-022",
"left": "NA-022",
"right": "APAC-022",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "APAC-022::EMEA-022",
"left": "EMEA-022",
"right": "APAC-022",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "EMEA-003::NA-003",
"left": "NA-003",
"right": "EMEA-003",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "APAC-003::NA-003",
"left": "NA-003",
"right": "APAC-003",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "EMEA-023::NA-003",
"left": "NA-003",
"right": "EMEA-023",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-023::NA-003",
"left": "NA-003",
"right": "APAC-023",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-003::EMEA-003",
"left": "EMEA-003",
"right": "APAC-003",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "EMEA-003::NA-023",
"left": "EMEA-003",
"right": "NA-023",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-023::EMEA-003",
"left": "EMEA-003",
"right": "APAC-023",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-003::NA-023",
"left": "APAC-003",
"right": "NA-023",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-003::EMEA-023",
"left": "APAC-003",
"right": "EMEA-023",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "EMEA-023::NA-023",
"left": "NA-023",
"right": "EMEA-023",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "APAC-023::NA-023",
"left": "NA-023",
"right": "APAC-023",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "APAC-023::EMEA-023",
"left": "EMEA-023",
"right": "APAC-023",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "EMEA-004::NA-004",
"left": "NA-004",
"right": "EMEA-004",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "APAC-004::NA-004",
"left": "NA-004",
"right": "APAC-004",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "EMEA-024::NA-004",
"left": "NA-004",
"right": "EMEA-024",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-024::NA-004",
"left": "NA-004",
"right": "APAC-024",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-004::EMEA-004",
"left": "EMEA-004",
"right": "APAC-004",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "EMEA-004::NA-024",
"left": "EMEA-004",
"right": "NA-024",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-024::EMEA-004",
"left": "EMEA-004",
"right": "APAC-024",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-004::NA-024",
"left": "APAC-004",
"right": "NA-024",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-004::EMEA-024",
"left": "APAC-004",
"right": "EMEA-024",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "EMEA-024::NA-024",
"left": "NA-024",
"right": "EMEA-024",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "APAC-024::NA-024",
"left": "NA-024",
"right": "APAC-024",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "APAC-024::EMEA-024",
"left": "EMEA-024",
"right": "APAC-024",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "EMEA-005::NA-005",
"left": "NA-005",
"right": "EMEA-005",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "APAC-005::NA-005",
"left": "NA-005",
"right": "APAC-005",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "EMEA-025::NA-005",
"left": "NA-005",
"right": "EMEA-025",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-025::NA-005",
"left": "NA-005",
"right": "APAC-025",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-005::EMEA-005",
"left": "EMEA-005",
"right": "APAC-005",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "EMEA-005::NA-025",
"left": "EMEA-005",
"right": "NA-025",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-025::EMEA-005",
"left": "EMEA-005",
"right": "APAC-025",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-005::NA-025",
"left": "APAC-005",
"right": "NA-025",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-005::EMEA-025",
"left": "APAC-005",
"right": "EMEA-025",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "EMEA-025::NA-025",
"left": "NA-025",
"right": "EMEA-025",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "APAC-025::NA-025",
"left": "NA-025",
"right": "APAC-025",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "APAC-025::EMEA-025",
"left": "EMEA-025",
"right": "APAC-025",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "EMEA-006::NA-006",
"left": "NA-006",
"right": "EMEA-006",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "APAC-006::NA-006",
"left": "NA-006",
"right": "APAC-006",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "EMEA-026::NA-006",
"left": "NA-006",
"right": "EMEA-026",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-026::NA-006",
"left": "NA-006",
"right": "APAC-026",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-006::EMEA-006",
"left": "EMEA-006",
"right": "APAC-006",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "EMEA-006::NA-026",
"left": "EMEA-006",
"right": "NA-026",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-026::EMEA-006",
"left": "EMEA-006",
"right": "APAC-026",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-006::NA-026",
"left": "APAC-006",
"right": "NA-026",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-006::EMEA-026",
"left": "APAC-006",
"right": "EMEA-026",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "EMEA-026::NA-026",
"left": "NA-026",
"right": "EMEA-026",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "APAC-026::NA-026",
"left": "NA-026",
"right": "APAC-026",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "APAC-026::EMEA-026",
"left": "EMEA-026",
"right": "APAC-026",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "EMEA-007::NA-007",
"left": "NA-007",
"right": "EMEA-007",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "APAC-007::NA-007",
"left": "NA-007",
"right": "APAC-007",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "EMEA-027::NA-007",
"left": "NA-007",
"right": "EMEA-027",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-027::NA-007",
"left": "NA-007",
"right": "APAC-027",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-007::EMEA-007",
"left": "EMEA-007",
"right": "APAC-007",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "EMEA-007::NA-027",
"left": "EMEA-007",
"right": "NA-027",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-027::EMEA-007",
"left": "EMEA-007",
"right": "APAC-027",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-007::NA-027",
"left": "APAC-007",
"right": "NA-027",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-007::EMEA-027",
"left": "APAC-007",
"right": "EMEA-027",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "EMEA-027::NA-027",
"left": "NA-027",
"right": "EMEA-027",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "APAC-027::NA-027",
"left": "NA-027",
"right": "APAC-027",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "APAC-027::EMEA-027",
"left": "EMEA-027",
"right": "APAC-027",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "EMEA-008::NA-008",
"left": "NA-008",
"right": "EMEA-008",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "APAC-008::NA-008",
"left": "NA-008",
"right": "APAC-008",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "EMEA-028::NA-008",
"left": "NA-008",
"right": "EMEA-028",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-028::NA-008",
"left": "NA-008",
"right": "APAC-028",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-008::EMEA-008",
"left": "EMEA-008",
"right": "APAC-008",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "EMEA-008::NA-028",
"left": "EMEA-008",
"right": "NA-028",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-028::EMEA-008",
"left": "EMEA-008",
"right": "APAC-028",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-008::NA-028",
"left": "APAC-008",
"right": "NA-028",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-008::EMEA-028",
"left": "APAC-008",
"right": "EMEA-028",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "EMEA-028::NA-028",
"left": "NA-028",
"right": "EMEA-028",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "APAC-028::NA-028",
"left": "NA-028",
"right": "APAC-028",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "APAC-028::EMEA-028",
"left": "EMEA-028",
"right": "APAC-028",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "EMEA-009::NA-009",
"left": "NA-009",
"right": "EMEA-009",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "APAC-009::NA-009",
"left": "NA-009",
"right": "APAC-009",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "EMEA-029::NA-009",
"left": "NA-009",
"right": "EMEA-029",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-029::NA-009",
"left": "NA-009",
"right": "APAC-029",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-009::EMEA-009",
"left": "EMEA-009",
"right": "APAC-009",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "EMEA-009::NA-029",
"left": "EMEA-009",
"right": "NA-029",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-029::EMEA-009",
"left": "EMEA-009",
"right": "APAC-029",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-009::NA-029",
"left": "APAC-009",
"right": "NA-029",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-009::EMEA-029",
"left": "APAC-009",
"right": "EMEA-029",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "EMEA-029::NA-029",
"left": "NA-029",
"right": "EMEA-029",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "APAC-029::NA-029",
"left": "NA-029",
"right": "APAC-029",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "APAC-029::EMEA-029",
"left": "EMEA-029",
"right": "APAC-029",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "EMEA-010::NA-010",
"left": "NA-010",
"right": "EMEA-010",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "APAC-010::NA-010",
"left": "NA-010",
"right": "APAC-010",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "EMEA-030::NA-010",
"left": "NA-010",
"right": "EMEA-030",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-030::NA-010",
"left": "NA-010",
"right": "APAC-030",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-010::EMEA-010",
"left": "EMEA-010",
"right": "APAC-010",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "EMEA-010::NA-030",
"left": "EMEA-010",
"right": "NA-030",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-030::EMEA-010",
"left": "EMEA-010",
"right": "APAC-030",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-010::NA-030",
"left": "APAC-010",
"right": "NA-030",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-010::EMEA-030",
"left": "APAC-010",
"right": "EMEA-030",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "EMEA-030::NA-030",
"left": "NA-030",
"right": "EMEA-030",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "APAC-030::NA-030",
"left": "NA-030",
"right": "APAC-030",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "APAC-030::EMEA-030",
"left": "EMEA-030",
"right": "APAC-030",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "EMEA-011::NA-011",
"left": "NA-011",
"right": "EMEA-011",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "APAC-011::NA-011",
"left": "NA-011",
"right": "APAC-011",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "EMEA-031::NA-011",
"left": "NA-011",
"right": "EMEA-031",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-031::NA-011",
"left": "NA-011",
"right": "APAC-031",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-011::EMEA-011",
"left": "EMEA-011",
"right": "APAC-011",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "EMEA-011::NA-031",
"left": "EMEA-011",
"right": "NA-031",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-031::EMEA-011",
"left": "EMEA-011",
"right": "APAC-031",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-011::NA-031",
"left": "APAC-011",
"right": "NA-031",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-011::EMEA-031",
"left": "APAC-011",
"right": "EMEA-031",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "EMEA-031::NA-031",
"left": "NA-031",
"right": "EMEA-031",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "APAC-031::NA-031",
"left": "NA-031",
"right": "APAC-031",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "APAC-031::EMEA-031",
"left": "EMEA-031",
"right": "APAC-031",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "EMEA-012::NA-012",
"left": "NA-012",
"right": "EMEA-012",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "APAC-012::NA-012",
"left": "NA-012",
"right": "APAC-012",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "EMEA-032::NA-012",
"left": "NA-012",
"right": "EMEA-032",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-032::NA-012",
"left": "NA-012",
"right": "APAC-032",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-012::EMEA-012",
"left": "EMEA-012",
"right": "APAC-012",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "EMEA-012::NA-032",
"left": "EMEA-012",
"right": "NA-032",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-032::EMEA-012",
"left": "EMEA-012",
"right": "APAC-032",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-012::NA-032",
"left": "APAC-012",
"right": "NA-032",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-012::EMEA-032",
"left": "APAC-012",
"right": "EMEA-032",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "EMEA-032::NA-032",
"left": "NA-032",
"right": "EMEA-032",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "APAC-032::NA-032",
"left": "NA-032",
"right": "APAC-032",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "APAC-032::EMEA-032",
"left": "EMEA-032",
"right": "APAC-032",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "EMEA-013::NA-013",
"left": "NA-013",
"right": "EMEA-013",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "APAC-013::NA-013",
"left": "NA-013",
"right": "APAC-013",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "EMEA-033::NA-013",
"left": "NA-013",
"right": "EMEA-033",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-033::NA-013",
"left": "NA-013",
"right": "APAC-033",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-013::EMEA-013",
"left": "EMEA-013",
"right": "APAC-013",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "EMEA-013::NA-033",
"left": "EMEA-013",
"right": "NA-033",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-033::EMEA-013",
"left": "EMEA-013",
"right": "APAC-033",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-013::NA-033",
"left": "APAC-013",
"right": "NA-033",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-013::EMEA-033",
"left": "APAC-013",
"right": "EMEA-033",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "EMEA-033::NA-033",
"left": "NA-033",
"right": "EMEA-033",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "APAC-033::NA-033",
"left": "NA-033",
"right": "APAC-033",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "APAC-033::EMEA-033",
"left": "EMEA-033",
"right": "APAC-033",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "EMEA-014::NA-014",
"left": "NA-014",
"right": "EMEA-014",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "APAC-014::NA-014",
"left": "NA-014",
"right": "APAC-014",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "EMEA-034::NA-014",
"left": "NA-014",
"right": "EMEA-034",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-034::NA-014",
"left": "NA-014",
"right": "APAC-034",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-014::EMEA-014",
"left": "EMEA-014",
"right": "APAC-014",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "EMEA-014::NA-034",
"left": "EMEA-014",
"right": "NA-034",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-034::EMEA-014",
"left": "EMEA-014",
"right": "APAC-034",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-014::NA-034",
"left": "APAC-014",
"right": "NA-034",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-014::EMEA-034",
"left": "APAC-014",
"right": "EMEA-034",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "EMEA-034::NA-034",
"left": "NA-034",
"right": "EMEA-034",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "APAC-034::NA-034",
"left": "NA-034",
"right": "APAC-034",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "APAC-034::EMEA-034",
"left": "EMEA-034",
"right": "APAC-034",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "EMEA-015::NA-015",
"left": "NA-015",
"right": "EMEA-015",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "APAC-015::NA-015",
"left": "NA-015",
"right": "APAC-015",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "EMEA-035::NA-015",
"left": "NA-015",
"right": "EMEA-035",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-035::NA-015",
"left": "NA-015",
"right": "APAC-035",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-015::EMEA-015",
"left": "EMEA-015",
"right": "APAC-015",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "EMEA-015::NA-035",
"left": "EMEA-015",
"right": "NA-035",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-035::EMEA-015",
"left": "EMEA-015",
"right": "APAC-035",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-015::NA-035",
"left": "APAC-015",
"right": "NA-035",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-015::EMEA-035",
"left": "APAC-015",
"right": "EMEA-035",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "EMEA-035::NA-035",
"left": "NA-035",
"right": "EMEA-035",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "APAC-035::NA-035",
"left": "NA-035",
"right": "APAC-035",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "APAC-035::EMEA-035",
"left": "EMEA-035",
"right": "APAC-035",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "EMEA-016::NA-016",
"left": "NA-016",
"right": "EMEA-016",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "APAC-016::NA-016",
"left": "NA-016",
"right": "APAC-016",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "EMEA-036::NA-016",
"left": "NA-016",
"right": "EMEA-036",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-036::NA-016",
"left": "NA-016",
"right": "APAC-036",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-016::EMEA-016",
"left": "EMEA-016",
"right": "APAC-016",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "EMEA-016::NA-036",
"left": "EMEA-016",
"right": "NA-036",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-036::EMEA-016",
"left": "EMEA-016",
"right": "APAC-036",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-016::NA-036",
"left": "APAC-016",
"right": "NA-036",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-016::EMEA-036",
"left": "APAC-016",
"right": "EMEA-036",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "EMEA-036::NA-036",
"left": "NA-036",
"right": "EMEA-036",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "APAC-036::NA-036",
"left": "NA-036",
"right": "APAC-036",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "APAC-036::EMEA-036",
"left": "EMEA-036",
"right": "APAC-036",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "EMEA-017::NA-017",
"left": "NA-017",
"right": "EMEA-017",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "APAC-017::NA-017",
"left": "NA-017",
"right": "APAC-017",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "EMEA-037::NA-017",
"left": "NA-017",
"right": "EMEA-037",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-037::NA-017",
"left": "NA-017",
"right": "APAC-037",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-017::EMEA-017",
"left": "EMEA-017",
"right": "APAC-017",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "EMEA-017::NA-037",
"left": "EMEA-017",
"right": "NA-037",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-037::EMEA-017",
"left": "EMEA-017",
"right": "APAC-037",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-017::NA-037",
"left": "APAC-017",
"right": "NA-037",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-017::EMEA-037",
"left": "APAC-017",
"right": "EMEA-037",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "EMEA-037::NA-037",
"left": "NA-037",
"right": "EMEA-037",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "APAC-037::NA-037",
"left": "NA-037",
"right": "APAC-037",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "APAC-037::EMEA-037",
"left": "EMEA-037",
"right": "APAC-037",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "EMEA-018::NA-018",
"left": "NA-018",
"right": "EMEA-018",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "APAC-018::NA-018",
"left": "NA-018",
"right": "APAC-018",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "EMEA-038::NA-018",
"left": "NA-018",
"right": "EMEA-038",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-038::NA-018",
"left": "NA-018",
"right": "APAC-038",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-018::EMEA-018",
"left": "EMEA-018",
"right": "APAC-018",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "EMEA-018::NA-038",
"left": "EMEA-018",
"right": "NA-038",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-038::EMEA-018",
"left": "EMEA-018",
"right": "APAC-038",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-018::NA-038",
"left": "APAC-018",
"right": "NA-038",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-018::EMEA-038",
"left": "APAC-018",
"right": "EMEA-038",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "EMEA-038::NA-038",
"left": "NA-038",
"right": "EMEA-038",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "APAC-038::NA-038",
"left": "NA-038",
"right": "APAC-038",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "APAC-038::EMEA-038",
"left": "EMEA-038",
"right": "APAC-038",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "EMEA-019::NA-019",
"left": "NA-019",
"right": "EMEA-019",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "APAC-019::NA-019",
"left": "NA-019",
"right": "APAC-019",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "EMEA-039::NA-019",
"left": "NA-019",
"right": "EMEA-039",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-039::NA-019",
"left": "NA-019",
"right": "APAC-039",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-019::EMEA-019",
"left": "EMEA-019",
"right": "APAC-019",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "EMEA-019::NA-039",
"left": "EMEA-019",
"right": "NA-039",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-039::EMEA-019",
"left": "EMEA-019",
"right": "APAC-039",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-019::NA-039",
"left": "APAC-019",
"right": "NA-039",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "APAC-019::EMEA-039",
"left": "APAC-019",
"right": "EMEA-039",
"status": "distinct",
"score": 0,
"reason": "Different known manufacturer part numbers"
},
{
"pair_id": "EMEA-039::NA-039",
"left": "NA-039",
"right": "EMEA-039",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "APAC-039::NA-039",
"left": "NA-039",
"right": "APAC-039",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
},
{
"pair_id": "APAC-039::EMEA-039",
"left": "EMEA-039",
"right": "APAC-039",
"status": "accepted",
"score": 1,
"reason": "Exact manufacturer part + specifications"
}
],
"groups": [
[
"APAC-000",
"EMEA-000",
"NA-000"
],
[
"APAC-001",
"EMEA-001",
"NA-001"
],
[
"APAC-002",
"EMEA-002",
"NA-002"
],
[
"APAC-003",
"EMEA-003",
"NA-003"
],
[
"APAC-004",
"EMEA-004",
"NA-004"
],
[
"APAC-005",
"EMEA-005",
"NA-005"
],
[
"APAC-006",
"EMEA-006",
"NA-006"
],
[
"APAC-007",
"EMEA-007",
"NA-007"
],
[
"APAC-008",
"EMEA-008",
"NA-008"
],
[
"APAC-009",
"EMEA-009",
"NA-009"
],
[
"APAC-010",
"EMEA-010",
"NA-010"
],
[
"APAC-011",
"EMEA-011",
"NA-011"
],
[
"APAC-012",
"EMEA-012",
"NA-012"
],
[
"APAC-013",
"EMEA-013",
"NA-013"
],
[
"APAC-014",
"EMEA-014",
"NA-014"
],
[
"APAC-015",
"EMEA-015",
"NA-015"
],
[
"APAC-016",
"EMEA-016",
"NA-016"
],
[
"APAC-017",
"EMEA-017",
"NA-017"
],
[
"APAC-018",
"EMEA-018",
"NA-018"
],
[
"APAC-019",
"EMEA-019",
"NA-019"
],
[
"APAC-020",
"EMEA-020",
"NA-020"
],
[
"APAC-021",
"EMEA-021",
"NA-021"
],
[
"APAC-022",
"EMEA-022",
"NA-022"
],
[
"APAC-023",
"EMEA-023",
"NA-023"
],
[
"APAC-024",
"EMEA-024",
"NA-024"
],
[
"APAC-025",
"EMEA-025",
"NA-025"
],
[
"APAC-026",
"EMEA-026",
"NA-026"
],
[
"APAC-027",
"EMEA-027",
"NA-027"
],
[
"APAC-028",
"EMEA-028",
"NA-028"
],
[
"APAC-029",
"EMEA-029",
"NA-029"
],
[
"APAC-030",
"EMEA-030",
"NA-030"
],
[
"APAC-031",
"EMEA-031",
"NA-031"
],
[
"APAC-032",
"EMEA-032",
"NA-032"
],
[
"APAC-033",
"EMEA-033",
"NA-033"
],
[
"APAC-034",
"EMEA-034",
"NA-034"
],
[
"APAC-035",
"EMEA-035",
"NA-035"
],
[
"APAC-036",
"EMEA-036",
"NA-036"
],
[
"APAC-037",
"EMEA-037",
"NA-037"
],
[
"APAC-038",
"EMEA-038",
"NA-038"
],
[
"APAC-039",
"EMEA-039",
"NA-039"
]
],
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],
"snapshot": "027aaeb06cb286000361d24e3203417a750c23f976b91462003577a1c28a28be",
"publish_version": 1
},
"trace": {
"request_id": "b2d14a4592c6432e86bafa1106313409",
"stages": [
{
"component": "normalize",
"label": "Validate regional schema and normalize taxonomy",
"duration_ms": 2.292
}
],
"total_ms": 2.302
},
"synthetic": true
}Local scenario checks
| Scenario | Result | p50 ms | p95 ms |
|---|---|---|---|
| publication | PASS | 8.927 | 9.52 |
| ambiguity conflict | PASS | 2.994 | 3.541 |
| cannot link | PASS | 3.19 | 3.365 |
| replay | PASS | 13.939 | 14.012 |
Ten sequential fresh-workspace runs per case. Timing includes workspace creation and scenario execution; nearest-rank p95 is the maximum of ten. Local synthetic measurement only. Local synthetic measurements only; no production SLA or cloud performance is claimed.
04 / ENGINEERING EVIDENCE
Go deeper.
Runtime sequence ↓Data model ↓Ingestion flow ↓Executed evaluation JSON ↓Measurement methodology ↓Evidence hashes ↓
Independent example code and data are available on GitHub and in the downloadable source archive. Original client systems, code and internal documents are excluded.