Record, CLM, bronze and silver
CLM-413182
Received 2026-03-25T03:09:15Z, line 34,212 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 | Roy | Roy | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Smith | Smith | Unchanged |
| Date of birth | 07-01-1945 | 1945-01-07 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | ·UNKNOWN | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | 14653773812 | 4653773812 | Parsed |
| NULL | — | Cleared | |
| Address | 5453 Market Street | 5453 Market St | Changed |
| City | Scottsdale | Scottsdale | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85283 | 85283 | Unchanged |
| Group | ·GRP-7075 | GRP-7075 | Changed |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.76
- Name key
- roy|smith
- Address key
- 5453|market|85283
- Canonical first
- roy
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)
- 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-55801 | 1.00 | Scored | — | Auto-linked |
| PRV-23822 | 1.00 | Scored | — | Auto-linked |
| ENR-117307 | 1.00 | Scored | — | Auto-linked |
| ENR-117306 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-021882
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Roy Smith, 1945-01-07, 5 records, Verified
Evidence
Matched against TPA-55801
| 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 automaticallyc6fea585bf2026-10-19 19:54:38, scoring_agentidentity id MBR-021882, confidence 1, method probabilistic, matched record TPA-55801, policy version 1
- Record linked automaticallyc17febbe892026-10-19 19:52:09, scoring_agentidentity id MBR-021882, confidence 1, method probabilistic, matched record TPA-55801, policy version 1
- Record linked automatically2f65ffd3872026-10-19 19:45:42, scoring_agentidentity id MBR-021882, confidence 1, method probabilistic, matched record TPA-55801, policy version 1
- Record linked automatically7885cc23ff2026-10-19 19:32:31, scoring_agentidentity id MBR-021882, confidence 1, method probabilistic, matched record TPA-55801, policy version 1
- Record linked automaticallyeeaa2858c22026-10-19 19:31:28, scoring_agentidentity id MBR-011055, confidence 1, method probabilistic, matched record CLM-413181, policy version 1