Record, CLM, bronze and silver
CLM-415396
Received 2026-06-04T09:08:55Z, line 2,508 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 | KATHY | Kathy | Changed |
| Middle | N | N | Unchanged |
| Last name | WATKINS | Watkins | Changed |
| Date of birth | 5/26/1972 | 1972-05-26 | Parsed |
| Gender | NULL | — | Cleared |
| Member ID | UHC-19886-37 | UHC-19886-37 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | 18113903013 | 8113903013 | Parsed |
| - | — | Cleared | |
| Address | 630 DESERT SKY BOULEVARD | 630 Desert Sky Blvd | Changed |
| City | Charlotte | Charlotte | Unchanged |
| State | NC | NC | Unchanged |
| ZIP | 28297-2727 | 28297 | Changed |
| Group | GRP-5006 | GRP-5006 | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.62
- Name key
- kathleen|watkins
- Address key
- 630|desert sky|28297
- Canonical first
- kathleen
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
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-56761 | 1.00 | Scored | — | Auto-linked |
| CLM-415395 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-56760 | 0.81 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-028240
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Kathy Watkins, 1972-05-26, 3 records, Verified
Evidence
Matched against TPA-56761
| 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
5 hash-chained entries for this record
- Record linked automatically9708e8ae0b2026-10-19 19:54:38, scoring_agentidentity id MBR-028240, confidence 1, method probabilistic, matched record TPA-56761, policy version 1
- Record linked automaticallyb4bb0c0ed52026-10-19 19:52:09, scoring_agentidentity id MBR-028240, confidence 1, method probabilistic, matched record TPA-56761, policy version 1
- Record linked automaticallyc89527ce532026-10-19 19:45:42, scoring_agentidentity id MBR-028240, confidence 1, method probabilistic, matched record TPA-56761, policy version 1
- Record linked automaticallyf4d4ccecf02026-10-19 19:32:31, scoring_agentidentity id MBR-028240, confidence 1, method probabilistic, matched record TPA-56761, policy version 1
- Record linked automaticallyab82ce8d7f2026-10-19 19:31:28, matching_agentidentity id MBR-025935, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-415394