Record, CLM, bronze and silver
CLM-417823
Received 2026-09-22T22:19:12Z, line 53,061 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 | Larry·· | Larry | Changed |
| Middle | — | — | Unchanged |
| Last name | Lynhc | Lynhc | Unchanged |
| Date of birth | 1992-07-16 | 1992-07-16 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | - | — | Cleared |
| SSN | •••-••-8177 | •••-••-8177 | Parsed |
| Phone | 981-992-1687 | 9819921687 | Parsed |
| null | — | Cleared | |
| Address | 4992 VALLEY VIEW DRIVE | 4992 Valley View Dr | Changed |
| City | SAN ANTONIO | San Antonio | Changed |
| State | TX | TX | Unchanged |
| ZIP | ·78275-0236 | 78275 | Changed |
| Group | — | — | Unchanged |
| Plan | N/A | — | Cleared |
- Quality score
- 0.48
- Name key
- larry|lynhc
- Address key
- 4992|valley view|78275
- Canonical first
- larry
Quality flags
8 raised during normalisation
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- SSN last four extractedLast four digits of SSN extracted from a longer or punctuated value
- 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
- City re-casedCity re-cased to Title Case
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-123434 | 0.87 | Scored | — | Auto-linked |
| TPA-57867 | 0.85 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-029061
- Method
- Scored
- Confidence
- 0.87
- Rule
- weighted score, no rule
Golden record: Larry Lynch, 1993-07-16, 3 records, Verified
Evidence
Matched against ENR-123434
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.97 | 3.0 | |
| Date of birth | 0.50 | 3.0 | one_digit |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyabba3541d12026-10-19 19:54:38, scoring_agentidentity id MBR-029061, confidence 0.868, method probabilistic, matched record ENR-123434, policy version 1
- Record linked automatically0cfdd9db762026-10-19 19:52:09, scoring_agentidentity id MBR-029061, confidence 0.868, method probabilistic, matched record ENR-123434, policy version 1
- Record linked automaticallydd3e1654c92026-10-19 19:45:42, scoring_agentidentity id MBR-029061, confidence 0.868, method probabilistic, matched record ENR-123434, policy version 1
- Record linked automatically9d3dd521542026-10-19 19:32:31, scoring_agentidentity id MBR-029061, confidence 0.868, method probabilistic, matched record ENR-123434, policy version 1
- Record linked automatically45d90b8e612026-10-19 19:31:28, matching_agentidentity id MBR-014000, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-123320