Record, CLM, bronze and silver
CLM-408285
Received 2026-10-09T07:39:49Z, line 46,616 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 | ISABELLA | Isabella | Changed |
| Middle | — | — | Unchanged |
| Last name | WILLIAMS | Williams | Changed |
| Date of birth | Dec 4, 2005 | 2005-12-04 | Parsed |
| Gender | F·· | F | Parsed |
| Member ID | UHC-55456-26 | UHC-55456-26 | Unchanged |
| SSN | •••-••-1922 | •••-••-1922 | Unchanged |
| Phone | null | — | Cleared |
| null | — | Cleared | |
| Address | 1402 MAPLE AVE | 1402 Maple Ave | Changed |
| City | Mesa | Mesa | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | ·85261 | 85261 | Changed |
| Group | — | — | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.76
- Name key
- isabella|williams
- Address key
- 1402|maple|85261
- Canonical first
- isabella
Quality flags
6 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)
- 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-53631 | 1.00 | Scored | — | Auto-linked |
| CLM-408286 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-22444 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-030437
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Isabella Williams, 2005-12-04, 4 records, Verified
Evidence
Matched against TPA-53631
| 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 automatically2e75cc52ad2026-10-19 19:54:38, scoring_agentidentity id MBR-030437, confidence 1, method probabilistic, matched record TPA-53631, policy version 1
- Record linked automatically43cbed4b772026-10-19 19:52:09, scoring_agentidentity id MBR-030437, confidence 1, method probabilistic, matched record TPA-53631, policy version 1
- Record linked automaticallyad276e94072026-10-19 19:45:42, scoring_agentidentity id MBR-030437, confidence 1, method probabilistic, matched record TPA-53631, policy version 1
- Record linked automaticallya68b8ab33e2026-10-19 19:32:31, scoring_agentidentity id MBR-030437, confidence 1, method probabilistic, matched record TPA-53631, policy version 1
- Record linked automatically034fba1c922026-10-19 19:31:28, scoring_agentidentity id MBR-004440, confidence 1, method probabilistic, matched record TPA-53661, policy version 1