Record, CLM, bronze and silver
CLM-420069
Received 2026-03-31T02:18:21Z, line 5,970 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 | EMMA | Emma | Changed |
| Middle | A | A | Unchanged |
| Last name | ·RAMOS | Ramos | Changed |
| Date of birth | 1960-08-12 | 1960-08-12 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | UNKNOWN | — | Cleared |
| Phone | +1 928 876 2075 | 9288762075 | Parsed |
| emma.ramos@icloud.com | emma.ramos@icloud.com | Unchanged | |
| Address | 6476 SUNSET BOULEVARD | 6476 Sunset Blvd | Changed |
| City | Charlotte | Charlotte | Unchanged |
| State | NC·· | NC | Changed |
| ZIP | 28260 | 28260 | Unchanged |
| Group | GRP-1997 | GRP-1997 | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.76
- Name key
- emma|ramos
- Address key
- 6476|sunset|28260
- Canonical first
- emma
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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-126436 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-015329
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Emma Ramos, 1960-08-12, 2 records, Verified
Evidence
Matched against ENR-126436
| 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
5 hash-chained entries for this record
- Record linked automatically429807433b2026-10-19 19:54:38, scoring_agentidentity id MBR-015329, confidence 1, method probabilistic, matched record ENR-126436, policy version 1
- Record linked automatically19d16657bd2026-10-19 19:52:09, scoring_agentidentity id MBR-015329, confidence 1, method probabilistic, matched record ENR-126436, policy version 1
- Record linked automatically18ff0f0ec92026-10-19 19:45:42, scoring_agentidentity id MBR-015329, confidence 1, method probabilistic, matched record ENR-126436, policy version 1
- Record linked automaticallyf844f77c092026-10-19 19:32:31, scoring_agentidentity id MBR-015329, confidence 1, method probabilistic, matched record ENR-126436, policy version 1
- Record linked automatically4672cdd70b2026-10-19 19:31:28, matching_agentidentity id MBR-011131, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-126345