Record, CLM, bronze and silver
CLM-405222
Received 2026-02-15T16:52:30Z, line 43,583 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 | WELCH | Welch | Changed |
| Middle | — | — | Unchanged |
| Last name | LISA | Lisa | Changed |
| Date of birth | 9175-03-28 | — | Cleared |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-9740 | •••-••-9740 | Unchanged |
| Phone | 16327975083 | 6327975083 | Parsed |
| — | — | Unchanged | |
| Address | 7329 MAPLE AVE | 7329 Maple Ave | Changed |
| City | Tempe | Tempe | Unchanged |
| State | AZ·· | AZ | Changed |
| ZIP | 85261 | 85261 | Unchanged |
| Group | ·null | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.62
- Name key
- welch|lisa
- Address key
- 7329|maple|85261
- Canonical first
- welch
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth unreadableDate of birth did not match any known format or was out of range; cleared
- 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
- 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 |
|---|---|---|---|---|
| CLM-405223 | 0.98 | Scored | — | Auto-linked |
| ENR-106843 | 0.97 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-011775
- Method
- Scored
- Confidence
- 0.98
- Rule
- weighted score, no rule
Golden record: Lsa Welch, 1975-03-28, 3 records, Verified
Evidence
Matched against CLM-405223
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | swapped |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automatically7d6dd6f0472026-10-22 12:43:54, scoring_agentidentity id MBR-011775, confidence 0.979, method probabilistic, matched record CLM-405223, policy version 1
- Record linked automatically047ae16a8c2026-10-19 19:54:38, scoring_agentidentity id MBR-011775, confidence 0.979, method probabilistic, matched record CLM-405223, policy version 1
- Record linked automatically6b053940172026-10-19 19:52:09, scoring_agentidentity id MBR-011775, confidence 0.979, method probabilistic, matched record CLM-405223, policy version 1
- Record linked automatically33674329fc2026-10-19 19:45:42, scoring_agentidentity id MBR-011775, confidence 0.979, method probabilistic, matched record CLM-405223, policy version 1
- Record linked automatically0fdd8318702026-10-19 19:32:31, scoring_agentidentity id MBR-011775, confidence 0.979, method probabilistic, matched record CLM-405223, policy version 1
- Record linked automaticallyffc9453eac2026-10-19 19:31:28, scoring_agentidentity id MBR-028138, confidence 1, method probabilistic, matched record CLM-405223, policy version 1