Record, CLM, bronze and silver
CLM-409451
Received 2026-02-07T10:52:47Z, line 53,544 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 | rachel | Rachel | Changed |
| Middle | — | — | Unchanged |
| Last name | walker | Walker | Changed |
| Date of birth | 1986-02-06 | 1986-02-06 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | •••-••-0171 | •••-••-0171 | Parsed |
| Phone | 766-991-0293 | 7669910293 | Parsed |
| — | — | Unchanged | |
| Address | 6585 Maple Avenue | 6585 Maple Ave | Changed |
| City | Chandler·· | Chandler | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85266 | 85266 | Unchanged |
| Group | GRP-5458 | GRP-5458 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.62
- Name key
- rachel|walker
- Address key
- 6585|maple|85266
- Canonical first
- rachel
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
- SSN last four extractedLast four digits of SSN extracted from a longer or punctuated value
- 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 |
|---|---|---|---|---|
| ENR-112431 | 0.90 | Scored | — | Auto-linked |
| CLM-409452 | 0.87 | Scored | — | Auto-linked |
| CLM-409450 | 0.78 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-011146
- Method
- Scored
- Confidence
- 0.90
- Rule
- weighted score, no rule
Golden record: Rachel Walker, 1968-02-06, 4 records, Verified
Evidence
Matched against ENR-112431
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 0.60 | 3.0 | transposition |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallycb1db0dcc92026-10-19 19:54:38, scoring_agentidentity id MBR-011146, confidence 0.9, method probabilistic, matched record ENR-112431, policy version 1
- Record linked automatically9af43d44c12026-10-19 19:52:09, scoring_agentidentity id MBR-011146, confidence 0.9, method probabilistic, matched record ENR-112431, policy version 1
- Record linked automatically518d2706c92026-10-19 19:45:42, scoring_agentidentity id MBR-011146, confidence 0.9, method probabilistic, matched record ENR-112431, policy version 1
- Record linked automaticallye51cb94ce82026-10-19 19:32:31, scoring_agentidentity id MBR-011146, confidence 0.9, method probabilistic, matched record ENR-112431, policy version 1
- Record linked automaticallyd9f730e0f52026-10-19 19:31:28, matching_agentidentity id MBR-002234, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-409450