Record, CLM, bronze and silver
CLM-416817
Received 2026-04-20T19:34:13Z, line 79,611 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 | sara | Sara | Changed |
| Middle | — | — | Unchanged |
| Last name | ramos | Ramos | Changed |
| Date of birth | 20081119 | 2008-11-19 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | 421.685.4586 | 4216854586 | Parsed |
| NULL | — | Cleared | |
| Address | 2967 HIGHLAND AVENUE | 2967 Highland Ave | Changed |
| City | San Diego | San Diego | Unchanged |
| State | ·CA | CA | Changed |
| ZIP | 92123 | 92123 | Unchanged |
| Group | GRP-8697 | GRP-8697 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.74
- Name key
- sara|ramos
- Address key
- 2967|highland|92123
- Canonical first
- sara
Quality flags
7 raised during normalisation
- 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)
- 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-122084 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-026877
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Sara Ramos, 2008-11-19, 2 records, Verified
Evidence
Matched against ENR-122084
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyeb168460aa2026-10-22 12:43:54, scoring_agentidentity id MBR-026877, confidence 1, method probabilistic, matched record ENR-122084, policy version 1
- Record linked automaticallya642eb91e82026-10-19 19:54:38, scoring_agentidentity id MBR-026877, confidence 1, method probabilistic, matched record ENR-122084, policy version 1
- Record linked automatically889cb9b3d92026-10-19 19:52:09, scoring_agentidentity id MBR-026877, confidence 1, method probabilistic, matched record ENR-122084, policy version 1
- Record linked automatically784bd9b7772026-10-19 19:45:42, scoring_agentidentity id MBR-026877, confidence 1, method probabilistic, matched record ENR-122084, policy version 1
- Record linked automatically75f7d338de2026-10-19 19:32:31, scoring_agentidentity id MBR-026877, confidence 1, method probabilistic, matched record ENR-122084, policy version 1
- Record linked automatically009335af6c2026-10-19 19:31:28, matching_agentidentity id MBR-001765, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-122001