Record, CLM, bronze and silver
CLM-405684
Received 2026-05-04T04:07:10Z, line 33,624 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 | NANCY | Nancy | Changed |
| Middle | — | — | Unchanged |
| Last name | SOTO | Soto | Changed |
| Date of birth | 1975-04-23 | 1975-04-23 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | null | — | Cleared |
| Phone | 814-344-1145 | 8143441145 | Parsed |
| NULL | — | Cleared | |
| Address | 1141 Canyon Road | 1141 Canyon Rd | Changed |
| City | Miami | Miami | Unchanged |
| State | fl | FL | Changed |
| ZIP | 33130 | 33130 | Unchanged |
| Group | GRP-9885 | GRP-9885 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.76
- Name key
- nancy|soto
- Address key
- 1141|canyon|33130
- Canonical first
- nancy
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
- State code upper-casedTwo-letter state code upper-cased
- 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-107470 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-010941
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Nancy Soto, 1975-04-23, 2 records, Verified
Evidence
Matched against ENR-107470
| 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
6 hash-chained entries for this record
- Record linked automatically3e50b3491b2026-10-22 12:43:54, scoring_agentidentity id MBR-010941, confidence 1, method probabilistic, matched record ENR-107470, policy version 1
- Record linked automatically7bf161f6502026-10-19 19:54:38, scoring_agentidentity id MBR-010941, confidence 1, method probabilistic, matched record ENR-107470, policy version 1
- Record linked automatically72500b2e932026-10-19 19:52:09, scoring_agentidentity id MBR-010941, confidence 1, method probabilistic, matched record ENR-107470, policy version 1
- Record linked automatically1a9400459e2026-10-19 19:45:42, scoring_agentidentity id MBR-010941, confidence 1, method probabilistic, matched record ENR-107470, policy version 1
- Record linked automatically0292644d8e2026-10-19 19:32:31, scoring_agentidentity id MBR-010941, confidence 1, method probabilistic, matched record ENR-107470, policy version 1
- Record linked automaticallya2c9e2d5142026-10-19 19:31:28, matching_agentidentity id MBR-024710, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-107441