Record, CLM, bronze and silver
CLM-432075
Received 2026-07-05T08:41:28Z, line 15,328 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 | EMILY | Emily | Changed |
| Middle | — | — | Unchanged |
| Last name | SHAW | Shaw | Changed |
| Date of birth | 1992-02-13 | 1992-02-13 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | •••-••-7617 | •••-••-7617 | Unchanged |
| Phone | 426.215.0652 | 4262150652 | Parsed |
| — | — | Unchanged | |
| Address | 1137 WASHINGTON STREET | 1137 Washington St | Changed |
| City | ·Gilbert | Gilbert | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85258 | 85258 | Unchanged |
| Group | GRP-7072 | GRP-7072 | Unchanged |
| Plan | ·- | — | Cleared |
- Quality score
- 0.76
- Name key
- emily|shaw
- Address key
- 1137|washington|85258
- Canonical first
- emily
Quality flags
6 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
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
- 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 |
|---|---|---|---|---|
| TPA-64157 | 1.00 | Scored | — | Auto-linked |
| ENR-142104 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| TPA-64158 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-142105 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-432076 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-001486
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Emily Shaw, 1992-02-13, 6 records, Verified
Evidence
Matched against TPA-64157
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyef7fb465362026-10-19 19:54:38, scoring_agentidentity id MBR-001486, confidence 1, method probabilistic, matched record TPA-64157, policy version 1
- Record linked automatically6a1cc54c2c2026-10-19 19:52:08, scoring_agentidentity id MBR-001486, confidence 1, method probabilistic, matched record TPA-64157, policy version 1
- Record linked automatically921dec857e2026-10-19 19:45:41, scoring_agentidentity id MBR-001486, confidence 1, method probabilistic, matched record TPA-64157, policy version 1
- Record linked automatically15a13b1c622026-10-19 19:32:31, scoring_agentidentity id MBR-001486, confidence 1, method probabilistic, matched record TPA-64157, policy version 1
- Record linked automatically98ba7ba23e2026-10-19 19:31:28, scoring_agentidentity id MBR-010260, confidence 1, method probabilistic, matched record TPA-64040, policy version 1