Record, CLM, bronze and silver
CLM-405217
Received 2026-06-25T20:58:02Z, line 73,820 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 | carol | Carol | Changed |
| Middle | — | — | Unchanged |
| Last name | davis·· | Davis | Changed |
| Date of birth | 19511003 | 1951-10-03 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | (915) 534-8032 | 9155348032 | Parsed |
| — | — | Unchanged | |
| Address | 8959 CEDAR LANE | 8959 Cedar Ln | Changed |
| City | Nashville | Nashville | Unchanged |
| State | TN | TN | Unchanged |
| ZIP | 37233 | 37233 | Unchanged |
| Group | GRP-3470 | GRP-3470 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.74
- Name key
- carol|davis
- Address key
- 8959|cedar|37233
- Canonical first
- carol
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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 |
|---|---|---|---|---|
| ENR-106841 | 1.00 | Scored | — | Auto-linked |
| CLM-405216 | 1.00 | Scored | — | Auto-linked |
| CLM-405218 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-026802
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Carol Davis, 1951-10-03, 4 records, Verified
Evidence
Matched against CLM-405216
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallycff7a58b942026-10-22 12:43:54, scoring_agentidentity id MBR-026802, confidence 1, method probabilistic, matched record CLM-405216, policy version 1
- Record linked automatically16d26c4f542026-10-19 19:54:38, scoring_agentidentity id MBR-026802, confidence 1, method probabilistic, matched record CLM-405216, policy version 1
- Record linked automatically7c9fcfcf252026-10-19 19:52:09, scoring_agentidentity id MBR-026802, confidence 1, method probabilistic, matched record CLM-405216, policy version 1
- Record linked automatically4c0b956e442026-10-19 19:45:42, scoring_agentidentity id MBR-026802, confidence 1, method probabilistic, matched record CLM-405216, policy version 1
- Record linked automatically0442f5dfb12026-10-19 19:32:31, scoring_agentidentity id MBR-026802, confidence 1, method probabilistic, matched record CLM-405216, policy version 1
- Record linked automatically0c0b3f38422026-10-19 19:31:28, matching_agentidentity id MBR-025588, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-405214