Record, CLM, bronze and silver
CLM-422068
Received 2026-05-30T07:59:00Z , line 26,334 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 | Fatima | Fatima | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Thomas | Thomas | Unchanged |
| Date of birth | 25-03-1960 | 1960-03-25 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | uhc-12199-64 | UHC-12199-64 | Parsed |
| SSN | •••-••-3626 | •••-••-3626 | Unchanged |
| Phone | NULL | — | Cleared |
| NULL | — | Cleared | |
| Address | 9534 Sage Court | 9534 Sage Ct | Changed |
| City | Scottsdale | Scottsdale | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85229 | 85229 | Unchanged |
| Group | GRP-7771 | GRP-7771 | Unchanged |
| Plan | choice-plus-ppo | CHOICE-PLUS-PPO | Changed |
- Quality score
- 0.62
- Name key
- fatima|thomas
- Address key
- 9534|sage|85229
- Canonical first
- fatima
Quality flags
7 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- Plan code upper-casedPlan code upper-cased
- 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-422070 | 1.00 | Scored | — | Auto-linked |
| CLM-422069 | 1.00 | Scored | — | Auto-linked |
| ENR-128899 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-022437
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Fatima Thomas, 1960-03-25, 4 records, Verified
Evidence
Matched against CLM-422069
| 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 automaticallyec0df3b5162026-10-22 12:43:54, scoring_agentidentity id MBR-022437, confidence 1, method probabilistic, matched record CLM-422069, policy version 1
- Record linked automatically363a5284742026-10-19 19:54:38, scoring_agentidentity id MBR-022437, confidence 1, method probabilistic, matched record CLM-422069, policy version 1
- Record linked automatically3dcdd15cf62026-10-19 19:52:09, scoring_agentidentity id MBR-022437, confidence 1, method probabilistic, matched record CLM-422069, policy version 1
- Record linked automaticallyd05072cf1f2026-10-19 19:45:42, scoring_agentidentity id MBR-022437, confidence 1, method probabilistic, matched record CLM-422069, policy version 1
- Record linked automatically6e419b457c2026-10-19 19:32:31, scoring_agentidentity id MBR-022437, confidence 1, method probabilistic, matched record CLM-422069, policy version 1