Record, CLM, bronze and silver
CLM-401877
Received 2026-08-30T21:12:06Z, line 34,205 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 | ISABELLA | Isabella | Changed |
| Middle | — | — | Unchanged |
| Last name | BOWMAN | Bowman | Changed |
| Date of birth | 10/22/1953 | 1953-10-22 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | +1 248 875 4259 | 2488754259 | Parsed |
| — | — | Unchanged | |
| Address | 1711 Union St | 1711 Union St | Unchanged |
| City | CHANDLER | Chandler | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85238 | 85238 | Unchanged |
| Group | GRP-0873 | GRP-0873 | Unchanged |
| Plan | select-epo | SELECT-EPO | Changed |
- Quality score
- 0.88
- Name key
- isabella|bowman
- Address key
- 1711|union|85238
- Canonical first
- isabella
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- City re-casedCity re-cased to Title Case
- Plan code upper-casedPlan code upper-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 |
|---|---|---|---|---|
| CLM-401876 | 1.00 | Scored | — | Auto-linked |
| ENR-102426 | 0.93 | Scored | — | Auto-linked |
| CLM-401878 | 0.85 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-022935
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Isabella Bowman, 1953-10-22, 4 records, Verified
Evidence
Matched against CLM-401876
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallye77e75572f2026-10-22 12:43:54, scoring_agentidentity id MBR-022935, confidence 1, method probabilistic, matched record CLM-401876, policy version 1
- Record linked automatically76a410d43d2026-10-19 19:54:38, scoring_agentidentity id MBR-022935, confidence 1, method probabilistic, matched record CLM-401876, policy version 1
- Record linked automatically87d5af00ec2026-10-19 19:52:09, scoring_agentidentity id MBR-022935, confidence 1, method probabilistic, matched record CLM-401876, policy version 1
- Record linked automatically564f1097222026-10-19 19:45:42, scoring_agentidentity id MBR-022935, confidence 1, method probabilistic, matched record CLM-401876, policy version 1
- Record linked automaticallycf5afd7fb42026-10-19 19:32:31, scoring_agentidentity id MBR-022935, confidence 1, method probabilistic, matched record CLM-401876, policy version 1
- Record linked automatically3fa47d439b2026-10-19 19:31:28, scoring_agentidentity id MBR-035580, confidence 1, method probabilistic, matched record ENR-102449, policy version 1