Record, CLM, bronze and silver
CLM-432608
Received 2026-08-18T22:59:04Z, line 89,252 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 | CHRISTINA·· | Christina | Changed |
| Middle | — | — | Unchanged |
| Last name | WILLIAMS | Williams | Changed |
| Date of birth | 21-12-1996 | 1996-12-21 | Parsed |
| Gender | M·· | M | Parsed |
| Member ID | UHC-25299-76 | UHC-25299-76 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 442.752.5175·· | 4427525175 | Parsed |
| - | — | Cleared | |
| Address | 9383 Ocean Avenue | 9383 Ocean Ave | Changed |
| City | TUCSON | Tucson | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85705 | 85705 | Unchanged |
| Group | GRP-1370 | GRP-1370 | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.72
- Name key
- christina|williams
- Address key
- 9383|ocean|85705
- Canonical first
- christina
Quality flags
8 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
- 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 |
|---|---|---|---|---|
| CLM-432609 | 1.00 | Scored | — | Auto-linked |
| TPA-64383 | 1.00 | Scored | — | Auto-linked |
| ENR-142803 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-028438
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Christina Williams, 1996-12-21, 4 records, Verified
Evidence
Matched against CLM-432609
| 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 automaticallya10749679b2026-10-19 19:54:38, scoring_agentidentity id MBR-028438, confidence 1, method probabilistic, matched record CLM-432609, policy version 1
- Record linked automaticallyd70230d7a32026-10-19 19:52:09, scoring_agentidentity id MBR-028438, confidence 1, method probabilistic, matched record CLM-432609, policy version 1
- Record linked automaticallyc1925724332026-10-19 19:45:42, scoring_agentidentity id MBR-028438, confidence 1, method probabilistic, matched record CLM-432609, policy version 1
- Record linked automaticallyda2d31f4272026-10-19 19:32:31, scoring_agentidentity id MBR-028438, confidence 1, method probabilistic, matched record CLM-432609, policy version 1
- Record linked automaticallyebbcd482f62026-10-19 19:31:28, matching_agentidentity id MBR-025125, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-432611