Record, CLM, bronze and silver
CLM-400701
Received 2026-01-07T09:06:45Z, line 68,365 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 | Cheryl | Cheryl | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Parker | Parker | Unchanged |
| Date of birth | 1988-06-09 | 1988-06-09 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | - | — | Cleared |
| SSN | •••-••-0033 | •••-••-0033 | Unchanged |
| Phone | 746-261-6992 | 7462616992 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 8286 Bayshore Drive | 8286 Bayshore Dr | Changed |
| City | TAMPA | Tampa | Changed |
| State | ·FL | FL | Changed |
| ZIP | 33649 | 33649 | Unchanged |
| Group | NULL | — | Cleared |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.62
- Name key
- cheryl|parker
- Address key
- 8286|bayshore|33649
- Canonical first
- cheryl
Quality flags
7 raised during normalisation
- 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
- City re-casedCity re-cased to Title Case
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-50320 | 1.00 | Scored | — | Auto-linked |
| ENR-100942 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| TPA-50319 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-002033
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Cheryl Parker, 1988-06-09, 4 records, Verified
Evidence
Matched against TPA-50320
| 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 automaticallya6f335b2a32026-10-22 12:43:53, scoring_agentidentity id MBR-002033, confidence 1, method probabilistic, matched record TPA-50320, policy version 1
- Record linked automatically46caae93d22026-10-19 19:54:38, scoring_agentidentity id MBR-002033, confidence 1, method probabilistic, matched record TPA-50320, policy version 1
- Record linked automaticallydb3e04dd6c2026-10-19 19:52:08, scoring_agentidentity id MBR-002033, confidence 1, method probabilistic, matched record TPA-50320, policy version 1
- Record linked automatically0bd6e746852026-10-19 19:45:41, scoring_agentidentity id MBR-002033, confidence 1, method probabilistic, matched record TPA-50320, policy version 1
- Record linked automatically11b98742c92026-10-19 19:32:31, scoring_agentidentity id MBR-002033, confidence 1, method probabilistic, matched record TPA-50320, policy version 1
- Record linked automaticallya826735d2d2026-10-19 19:31:28, matching_agentidentity id MBR-027369, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-100986