Record, CLM, bronze and silver
CLM-406221
Received 2026-07-18T00:02:10Z, line 96,354 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 | BOWMAN | Bowman | Changed |
| Middle | — | — | Unchanged |
| Last name | EMMA | Emma | Changed |
| Date of birth | 19430708 | 1943-07-08 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | +1 729 415 8304 | 7294158304 | Parsed |
| null | — | Cleared | |
| Address | 554 HILLCREST RD | 554 Hillcrest Rd | Changed |
| City | Tempe | Tempe | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85208 | 85208 | Unchanged |
| Group | ·GRP-1010 | GRP-1010 | Changed |
| Plan | N/A | — | Cleared |
- Quality score
- 0.76
- Name key
- bowman|emma
- Address key
- 554|hillcrest|85208
- Canonical first
- bowman
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
- 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
- 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-406222 | 1.00 | Scored | — | Auto-linked |
| ENR-108183 | 0.98 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-024061
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Bowman Emma, 1943-07-08, 3 records, Verified
Evidence
Matched against CLM-406222
| 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
5 hash-chained entries for this record
- Record linked automatically98489f19cd2026-10-22 12:43:54, scoring_agentidentity id MBR-024061, confidence 1, method probabilistic, matched record CLM-406222, policy version 1
- Record linked automatically40002e8dcd2026-10-19 19:54:38, scoring_agentidentity id MBR-024061, confidence 1, method probabilistic, matched record CLM-406222, policy version 1
- Record linked automaticallyb32023ffc62026-10-19 19:52:09, scoring_agentidentity id MBR-024061, confidence 1, method probabilistic, matched record CLM-406222, policy version 1
- Record linked automaticallycf41d5e13f2026-10-19 19:45:42, scoring_agentidentity id MBR-024061, confidence 1, method probabilistic, matched record CLM-406222, policy version 1
- Record linked automatically453d6716b42026-10-19 19:32:31, scoring_agentidentity id MBR-024061, confidence 1, method probabilistic, matched record CLM-406222, policy version 1