Record, CLM, bronze and silver
CLM-418697
Received 2026-01-05T07:07:26Z, line 51,766 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 | GEORGE·· | George | Changed |
| Middle | E. | E | Changed |
| Last name | SHAW | Shaw | Changed |
| Date of birth | 1984-10-02 | 1984-10-02 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | - | — | Cleared |
| SSN | - | — | Cleared |
| Phone | 17996539568 | 7996539568 | Parsed |
| null | — | Cleared | |
| Address | 6572 Bayshore Drive | 6572 Bayshore Dr | Changed |
| City | Tucson | Tucson | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | null | — | Cleared |
| Group | GRP-8580 | GRP-8580 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.62
- Name key
- george|shaw
- Address key
- 6572|bayshore|tucson
- Canonical first
- george
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
- ZIP missingStreet address present but no ZIP supplied
- 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 |
|---|---|---|---|---|
| PRV-25546 | 0.94 | Scored | — | Auto-linked |
| CLM-418700 | 0.94 | Scored | — | Auto-linked |
| ENR-124610 | 0.93 | Scored | — | Auto-linked |
| CLM-418698 | 0.79 | Scored | — | Sent to steward |
| CLM-418699 | 0.78 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-001375
- Method
- Scored
- Confidence
- 0.94
- Rule
- weighted score, no rule
Golden record: George Shaw, 1984-10-02, 6 records, Verified
Evidence
Matched against PRV-25546
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automaticallyfc980182682026-10-19 19:54:38, scoring_agentidentity id MBR-001375, confidence 0.937, method probabilistic, matched record PRV-25546, policy version 1
- Record linked automaticallyefc4b197492026-10-19 19:52:08, scoring_agentidentity id MBR-001375, confidence 0.937, method probabilistic, matched record PRV-25546, policy version 1
- Record linked automatically8d138ff0f52026-10-19 19:45:41, scoring_agentidentity id MBR-001375, confidence 0.937, method probabilistic, matched record PRV-25546, policy version 1
- Record linked automaticallye43e1b4a072026-10-19 19:32:31, scoring_agentidentity id MBR-001375, confidence 0.937, method probabilistic, matched record PRV-25546, policy version 1
- Record linked automatically6d945c6e6e2026-10-19 19:31:28, matching_agentidentity id MBR-000174, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-418698