Record, CLM, bronze and silver
CLM-432787
Received 2026-01-17T12:51:51Z, line 11,692 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 | DEBORAH N | Deborah | Changed |
| Middle | — | N | Changed |
| Last name | ROSE | Rose | Changed |
| Date of birth | 02/05/1955 | 1955-02-05 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | — | — | Unchanged |
| SSN | •••-••-9086 | •••-••-9086 | Unchanged |
| Phone | null | — | Cleared |
| — | — | Unchanged | |
| Address | 9124 BASELINE RD | 9124 Baseline Rd | Changed |
| City | San Diego | San Diego | Unchanged |
| State | California | CA | Changed |
| ZIP | 92136 | 92136 | Unchanged |
| Group | GRP-3191 | GRP-3191 | Unchanged |
| Plan | MEDICARE-ADV-B·· | MEDICARE-ADV-B | Changed |
- Quality score
- 0.36
- Name key
- deborah|rose
- Address key
- 9124|baseline|92136
- Canonical first
- deborah
Quality flags
8 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
- 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-64455 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-005250
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Deborah Rose, 1955-02-05, 2 records, Verified
Evidence
Matched against TPA-64455
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.99 | 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 automatically5d6b489f0c2026-10-19 19:54:38, scoring_agentidentity id MBR-005250, confidence 0.996, method probabilistic, matched record TPA-64455, policy version 1
- Record linked automatically17a45e99ef2026-10-19 19:52:08, scoring_agentidentity id MBR-005250, confidence 0.996, method probabilistic, matched record TPA-64455, policy version 1
- Record linked automatically5ac7abf34c2026-10-19 19:45:42, scoring_agentidentity id MBR-005250, confidence 0.996, method probabilistic, matched record TPA-64455, policy version 1
- Record linked automatically3685a0e7a72026-10-19 19:32:31, scoring_agentidentity id MBR-005250, confidence 0.996, method probabilistic, matched record TPA-64455, policy version 1
- Record linked automatically29d107c1582026-10-19 19:31:28, matching_agentidentity id MBR-023438, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-143220