Record, CLM, bronze and silver
CLM-408232
Received 2026-10-12T01:05:23Z, line 10,059 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 | Olivia | Olivia | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Stephens | Stephens | Unchanged |
| Date of birth | 19661052·· | — | Cleared |
| Gender | UNKNOWN | — | Cleared |
| Member ID | - | — | Cleared |
| SSN | •••-••-4524 | •••-••-4524 | Unchanged |
| Phone | NULL | — | Cleared |
| — | — | Unchanged | |
| Address | 2367 Desert Sky Boulevard | 2367 Desert Sky Blvd | Changed |
| City | ·San Diego | San Diego | Changed |
| State | CA | CA | Unchanged |
| ZIP | 92136 | 92136 | Unchanged |
| Group | GRP-7907 | GRP-7907 | Unchanged |
| Plan | null | — | Cleared |
- Quality score
- 0.64
- Name key
- olivia|stephens
- Address key
- 2367|desert sky|92136
- Canonical first
- olivia
Quality flags
6 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Date of birth unreadableDate of birth did not match any known format or was out of range; cleared
- 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-110848 | 1.00 | Scored | — | Auto-linked |
| CLM-408231 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-029478
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Olivia Stephens, 1966-10-25, 3 records, Verified
Evidence
Matched against ENR-110848
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically32a66be2732026-10-22 12:43:54, scoring_agentidentity id MBR-029478, confidence 1, method probabilistic, matched record ENR-110848, policy version 1
- Record linked automatically436f6c7eab2026-10-19 19:54:38, scoring_agentidentity id MBR-029478, confidence 1, method probabilistic, matched record ENR-110848, policy version 1
- Record linked automaticallycd34ca59192026-10-19 19:52:09, scoring_agentidentity id MBR-029478, confidence 1, method probabilistic, matched record ENR-110848, policy version 1
- Record linked automatically516acfff852026-10-19 19:45:42, scoring_agentidentity id MBR-029478, confidence 1, method probabilistic, matched record ENR-110848, policy version 1
- Record linked automatically5a10e6eeca2026-10-19 19:32:31, scoring_agentidentity id MBR-029478, confidence 1, method probabilistic, matched record ENR-110848, policy version 1
- Record linked automaticallybc4b9d8a432026-10-19 19:31:28, matching_agentidentity id MBR-017528, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-110818