Record, CLM, bronze and silver
CLM-407498
Received 2026-09-15T13:50:18Z, line 27,404 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 | PETER | Peter | Changed |
| Middle | — | — | Unchanged |
| Last name | FOWLER | Fowler | Changed |
| Date of birth | 02-04-1972·· | 1972-04-02 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | N/A | — | Cleared |
| SSN | •••-••-7626 | •••-••-7626 | Unchanged |
| Phone | - | — | Cleared |
| -·· | — | Cleared | |
| Address | 646 Willow Court | 646 Willow Ct | Changed |
| City | Tampa | Tampa | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33675 | 33675 | Unchanged |
| Group | GRP-4213 | GRP-4213 | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.62
- Name key
- peter|fowler
- Address key
- 646|willow|33675
- Canonical first
- peter
Quality flags
7 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)
- 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-407500 | 1.00 | Scored | — | Auto-linked |
| ENR-109825 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-109826 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-407499 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-003925
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Peter Fowler, 1972-04-02, 4 records, Verified
Evidence
Matched against CLM-407500
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically38688dad282026-10-19 19:54:38, scoring_agentidentity id MBR-003925, confidence 1, method probabilistic, matched record CLM-407500, policy version 1
- Record linked automaticallycff0bc88a62026-10-19 19:52:08, scoring_agentidentity id MBR-003925, confidence 1, method probabilistic, matched record CLM-407500, policy version 1
- Record linked automatically74ead5ae222026-10-19 19:45:42, scoring_agentidentity id MBR-003925, confidence 1, method probabilistic, matched record CLM-407500, policy version 1
- Record linked automatically300b64ee342026-10-19 19:32:31, scoring_agentidentity id MBR-003925, confidence 1, method probabilistic, matched record CLM-407500, policy version 1
- Record linked automatically4e7b5cfbaa2026-10-19 19:31:28, scoring_agentidentity id MBR-008444, confidence 1, method probabilistic, matched record CLM-407499, policy version 1