Record, CLM, bronze and silver
CLM-402258
Received 2026-05-16T21:06:31Z, line 82,616 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 | Lawrence | Lawrence | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Montgomery | Montgomery | Unchanged |
| Date of birth | 11/18/1986 | 1986-11-18 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | ·UNKNOWN | — | Cleared |
| Phone | 15985851297 | 5985851297 | Parsed |
| LAWRENCE.MONTGOMERY21@GMAIL.COM | lawrence.montgomery21@gmail.com | Changed | |
| Address | 201 Church Street | 201 Church St | Changed |
| City | Phoenix | Phoenix | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85043 | 85043 | Unchanged |
| Group | GRP-5129 | GRP-5129 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.76
- Name key
- lawrence|montgomery
- Address key
- 201|church|85043
- Canonical first
- lawrence
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)
- 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
- Email lower-casedEmail lower-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 |
|---|---|---|---|---|
| PRV-20667 | 1.00 | Scored | — | Auto-linked |
| TPA-50953 | 1.00 | Scored | — | Auto-linked |
| ENR-102880 | 1.00 | Scored | — | Auto-linked |
| CLM-402257 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-007521
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Lawrence Montgomery, 1986-11-18, 5 records, Verified
Evidence
Matched against TPA-50953
| 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 automaticallyd65da715b62026-10-22 12:43:54, scoring_agentidentity id MBR-007521, confidence 1, method probabilistic, matched record TPA-50953, policy version 1
- Record linked automaticallybdd7e77f952026-10-19 19:54:38, scoring_agentidentity id MBR-007521, confidence 1, method probabilistic, matched record TPA-50953, policy version 1
- Record linked automatically5316c6bae82026-10-19 19:52:09, scoring_agentidentity id MBR-007521, confidence 1, method probabilistic, matched record TPA-50953, policy version 1
- Record linked automatically43631049962026-10-19 19:45:42, scoring_agentidentity id MBR-007521, confidence 1, method probabilistic, matched record TPA-50953, policy version 1
- Record linked automaticallye555da59c02026-10-19 19:32:31, scoring_agentidentity id MBR-007521, confidence 1, method probabilistic, matched record TPA-50953, policy version 1
- Record linked automatically76b684edc82026-10-19 19:31:28, scoring_agentidentity id MBR-026577, confidence 1, method probabilistic, matched record CLM-402259, policy version 1