Record, CLM, bronze and silver
CLM-416443
Received 2026-08-12T06:13:42Z, line 59,611 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 | Janice Z | Janice | Changed |
| Middle | — | Z | Changed |
| Last name | Ramos·· | Ramos | Changed |
| Date of birth | 1999-11-02 | 1999-11-02 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-8624 | •••-••-8624 | Unchanged |
| Phone | (470) 898-5083 | 4708985083 | Parsed |
| ···· | — | Unchanged | |
| Address | 7210 Ocean Avenue | 7210 Ocean Ave | Changed |
| City | Atlanta | Atlanta | Unchanged |
| State | GA | GA | Unchanged |
| ZIP | 30381 | 30381 | Unchanged |
| Group | GRP-3895 | GRP-3895 | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.64
- Name key
- janice|ramos
- Address key
- 7210|ocean|30381
- Canonical first
- janice
Quality flags
6 raised during normalisation
- Middle initial moved out of first nameA single middle initial was embedded in the first-name field and moved to middle name
- 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
- 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 |
|---|---|---|---|---|
| ENR-121598 | 1.00 | Scored | — | Auto-linked |
| TPA-57214 | 0.99 | Scored | — | Auto-linked |
| CLM-416444 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-011714
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Janice Ramos, 1999-11-02, 4 records, Verified
Evidence
Matched against ENR-121598
| 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
4 hash-chained entries for this record
- Record linked automatically2a780b77c12026-10-19 19:54:38, scoring_agentidentity id MBR-011714, confidence 1, method probabilistic, matched record ENR-121598, policy version 1
- Record linked automatically3b8bea68252026-10-19 19:52:09, scoring_agentidentity id MBR-011714, confidence 1, method probabilistic, matched record ENR-121598, policy version 1
- Record linked automatically1a0e7d942d2026-10-19 19:45:42, scoring_agentidentity id MBR-011714, confidence 1, method probabilistic, matched record ENR-121598, policy version 1
- Record linked automatically40abe244f02026-10-19 19:32:31, scoring_agentidentity id MBR-011714, confidence 1, method probabilistic, matched record ENR-121598, policy version 1