Record, CLM, bronze and silver
CLM-427906
Received 2026-01-16T06:03:19Z, line 58,023 of the CLM feed
CLMScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | EMMA | Emma | Changed |
| Middle | Q | Q | Unchanged |
| Last name | CLARK | Clark | Changed |
| Date of birth | 2005-11-07 | 2005-11-07 | Unchanged |
| Gender | — | — | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | ·null | — | Cleared |
| Phone | +1 782 697 7088 | 7826977088 | Parsed |
| — | — | Unchanged | |
| Address | 8762 RIVER RD | 8762 River Rd | Changed |
| City | Phoenix | Phoenix | Unchanged |
| State | Arizona | AZ | Changed |
| ZIP | — | — | Unchanged |
| Group | GRP-9080 | GRP-9080 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.50
- Name key
- emma|clark
- Address key
- 8762|river|phoenix
- Canonical first
- emma
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation removed
- State name converted to codeFull state name replaced by its two-letter USPS code
- ZIP missingStreet address present but no ZIP supplied
- Placeholder values clearedPlaceholder tokens such as NULL, N/A, UNKNOWN or "-" treated as empty
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| ENR-136593 | 0.99 | Scored | — | Auto-linked |
| PRV-28186 | 0.94 | Scored | — | Auto-linked |
| CLM-427907 | 0.92 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-004855
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Emma Clark, 2005-11-07, 4 records, Verified
Evidence
Matched against ENR-136593
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.97 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyd1124293d22026-10-19 19:54:38, scoring_agentidentity id MBR-004855, confidence 0.992, method probabilistic, matched record ENR-136593, policy version 1
- Record linked automatically92f7ce91fa2026-10-19 19:52:08, scoring_agentidentity id MBR-004855, confidence 0.992, method probabilistic, matched record ENR-136593, policy version 1
- Record linked automaticallyef671c685f2026-10-19 19:45:42, scoring_agentidentity id MBR-004855, confidence 0.992, method probabilistic, matched record ENR-136593, policy version 1
- Record linked automatically6e992c4c752026-10-19 19:32:31, scoring_agentidentity id MBR-004855, confidence 0.992, method probabilistic, matched record ENR-136593, policy version 1
- Record linked automatically6322af9b072026-10-19 19:31:28, scoring_agentidentity id MBR-000603, confidence 0.991, method probabilistic, matched record ENR-136916, policy version 1