Record, CLM, bronze and silver
CLM-414707
Received 2026-02-10T21:54:08Z, line 69,330 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 | SOPHIA | Sophia | Changed |
| Middle | — | — | Unchanged |
| Last name | PREZ·· | Prez | Changed |
| Date of birth | 1948-12-19 | 1948-12-19 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | null | — | Cleared |
| - | — | Cleared | |
| Address | 2043 FOREST AVENUE | 2043 Forest Ave | Changed |
| City | ·Sacramento | Sacramento | Changed |
| State | CA | CA | Unchanged |
| ZIP | 95833 | 95833 | Unchanged |
| Group | GRP-3544 | GRP-3544 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.78
- Name key
- sophia|prez
- Address key
- 2043|forest|95833
- Canonical first
- sophia
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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 |
|---|---|---|---|---|
| TPA-56483 | 0.97 | Scored | — | Auto-linked |
| CLM-414706 | 0.97 | Scored | — | Auto-linked |
| TPA-56482 | 0.90 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-007871
- Method
- Scored
- Confidence
- 0.97
- Rule
- weighted score, no rule
Golden record: Sophia Perez, 1948-12-19, 4 records, Verified
Evidence
Matched against CLM-414706
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.92 | 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 automaticallye2b35cbf002026-10-19 19:54:38, scoring_agentidentity id MBR-007871, confidence 0.97, method probabilistic, matched record CLM-414706, policy version 1
- Record linked automaticallyd78827915f2026-10-19 19:52:09, scoring_agentidentity id MBR-007871, confidence 0.97, method probabilistic, matched record CLM-414706, policy version 1
- Record linked automaticallyabf93acf932026-10-19 19:45:42, scoring_agentidentity id MBR-007871, confidence 0.97, method probabilistic, matched record CLM-414706, policy version 1
- Record linked automatically1a27c387ab2026-10-19 19:32:31, scoring_agentidentity id MBR-007871, confidence 0.97, method probabilistic, matched record CLM-414706, policy version 1
- Record linked automatically7d1b873add2026-10-19 19:31:28, scoring_agentidentity id MBR-023533, confidence 1, method probabilistic, matched record PRV-24318, policy version 1