Record, CLM, bronze and silver
CLM-432518
Received 2026-02-21T21:07:29Z, line 12,509 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 | Joe | Joe | Unchanged |
| Middle | L. | L | Changed |
| Last name | Stevens | Stevens | Unchanged |
| Date of birth | 7/16/1952 | 1952-07-16 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | NULL | — | Cleared |
| Phone | N/A·· | — | Cleared |
| UNKNOWN | — | Cleared | |
| Address | 6977 Apache Boulevard | 6977 Apache Blvd | Changed |
| City | SEATTLE | Seattle | Changed |
| State | WA | WA | Unchanged |
| ZIP | 98174 | 98174 | Unchanged |
| Group | GRP-4929 | GRP-4929 | Unchanged |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.76
- Name key
- joseph|stevens
- Address key
- 6977|apache|98174
- Canonical first
- joseph
Quality flags
6 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- City re-casedCity re-cased to Title Case
- 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-64336 | 1.00 | Scored | — | Auto-linked |
| PRV-29491 | 1.00 | Scored | — | Auto-linked |
| CLM-432519 | 1.00 | Scored | — | Auto-linked |
| ENR-142682 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-014923
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Joe Stevens, 1952-07-16, 5 records, Verified
Evidence
Matched against TPA-64336
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically830371f6e02026-10-22 12:43:54, scoring_agentidentity id MBR-014923, confidence 1, method probabilistic, matched record TPA-64336, policy version 1
- Record linked automatically138a57ca172026-10-19 19:54:38, scoring_agentidentity id MBR-014923, confidence 1, method probabilistic, matched record TPA-64336, policy version 1
- Record linked automaticallye0a8c83e302026-10-19 19:52:09, scoring_agentidentity id MBR-014923, confidence 1, method probabilistic, matched record TPA-64336, policy version 1
- Record linked automaticallydd29056c8a2026-10-19 19:45:42, scoring_agentidentity id MBR-014923, confidence 1, method probabilistic, matched record TPA-64336, policy version 1
- Record linked automaticallybefaaf50e62026-10-19 19:32:31, scoring_agentidentity id MBR-014923, confidence 1, method probabilistic, matched record TPA-64336, policy version 1
- Record linked automatically9bf6e240d52026-10-19 19:31:28, matching_agentidentity id MBR-005546, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-142865