Record, CLM, bronze and silver
CLM-423871
Received 2026-09-23T22:11:54Z, line 67,254 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 | LAUREN | Lauren | Changed |
| Middle | L | L | Unchanged |
| Last name | JOHNSTON | Johnston | Changed |
| Date of birth | 1983-11-27 | 1983-11-27 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | 6783463128 | 6783463128 | Unchanged |
| NULL | — | Cleared | |
| Address | 7541 Mountain View Drive | 7541 Mountain View Dr | Changed |
| City | San Antonio | San Antonio | Unchanged |
| State | Texas | TX | Changed |
| ZIP | 78201 | 78201 | Unchanged |
| Group | GRP-3803 | GRP-3803 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.66
- Name key
- lauren|johnston
- Address key
- 7541|mountain view|78201
- Canonical first
- lauren
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
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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 |
|---|---|---|---|---|
| CLM-423872 | 1.00 | Scored | — | Auto-linked |
| ENR-131226 | 1.00 | Scored | — | Auto-linked |
| TPA-60500 | 0.75 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-027505
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Lauren Johnston, 1983-11-27, 3 records, Verified
Evidence
Matched against CLM-423872
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically7964a6f3762026-10-19 19:54:38, scoring_agentidentity id MBR-027505, confidence 1, method probabilistic, matched record CLM-423872, policy version 1
- Record linked automatically4f4bb865702026-10-19 19:52:09, scoring_agentidentity id MBR-027505, confidence 1, method probabilistic, matched record CLM-423872, policy version 1
- Record linked automatically544423e8e22026-10-19 19:45:42, scoring_agentidentity id MBR-027505, confidence 1, method probabilistic, matched record CLM-423872, policy version 1
- Record linked automaticallyf2b0661c632026-10-19 19:32:31, scoring_agentidentity id MBR-027505, confidence 1, method probabilistic, matched record CLM-423872, policy version 1
- Record linked automatically7d83ecf0de2026-10-19 19:31:28, scoring_agentidentity id MBR-028170, confidence 1, method probabilistic, matched record PRV-27041, policy version 1