Record, CLM, bronze and silver
CLM-425596
Received 2026-08-15T12:45:38Z, line 46,389 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 | Aisha | Aisha | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Wallace | Wallace | Unchanged |
| Date of birth | 19710521 | 1971-05-21 | Parsed |
| Gender | F·· | F | Parsed |
| Member ID | - | — | Cleared |
| SSN | •••-••-4606 | •••-••-4606 | Unchanged |
| Phone | (572) 742-4896 | 5727424896 | Parsed |
| — | — | Unchanged | |
| Address | 7738 HIGHLAND AVENUE | 7738 Highland Ave | Changed |
| City | TUCSON | Tucson | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | UNKNOWN | — | Cleared |
| Group | ·GRP-3950 | GRP-3950 | Changed |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.62
- Name key
- aisha|wallace
- Address key
- 7738|highland|tucson
- Canonical first
- aisha
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)
- 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
- ZIP missingStreet address present but no ZIP supplied
- 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-61286 | 1.00 | Scored | — | Auto-linked |
| ENR-133485 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-133486 | 0.94 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-021166
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Aisha Wallace, 1971-05-21, 4 records, Verified
Evidence
Matched against TPA-61286
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automatically1672836e792026-10-22 12:43:54, scoring_agentidentity id MBR-021166, confidence 1, method probabilistic, matched record TPA-61286, policy version 1
- Record linked automatically4d4267bcc32026-10-19 19:54:38, scoring_agentidentity id MBR-021166, confidence 1, method probabilistic, matched record TPA-61286, policy version 1
- Record linked automatically47cef693c62026-10-19 19:52:09, scoring_agentidentity id MBR-021166, confidence 1, method probabilistic, matched record TPA-61286, policy version 1
- Record linked automatically996d5fdff22026-10-19 19:45:42, scoring_agentidentity id MBR-021166, confidence 1, method probabilistic, matched record TPA-61286, policy version 1
- Record linked automaticallyfe366daac02026-10-19 19:32:31, scoring_agentidentity id MBR-021166, confidence 1, method probabilistic, matched record TPA-61286, policy version 1
- Record linked automatically1b882612392026-10-19 19:31:28, matching_agentidentity id MBR-039056, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-425597