Record, CLM, bronze and silver
CLM-410331
Received 2026-06-05T12:28:48Z, line 29,327 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 | RYAN | Ryan | Changed |
| Middle | — | — | Unchanged |
| Last name | HOWARD·· | Howard | Changed |
| Date of birth | 13-12-1982·· | 1982-12-13 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-83733-33 | UHC-83733-33 | Unchanged |
| SSN | ·- | — | Cleared |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | 6856 Oak Street | 6856 Oak St | Changed |
| City | Jacksonville | Jacksonville | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 32262 | 32262 | Unchanged |
| Group | GRP-3678 | GRP-3678 | Unchanged |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.76
- Name key
- ryan|howard
- Address key
- 6856|oak|32262
- Canonical first
- ryan
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)
- 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-410332 | 1.00 | Scored | — | Auto-linked |
| TPA-54519 | 0.99 | Scored | — | Auto-linked |
| ENR-113602 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-410333 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-015916
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Ryan Howard, 1982-12-13, 5 records, Verified
Evidence
Matched against CLM-410332
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically3588d1dd852026-10-22 12:43:54, scoring_agentidentity id MBR-015916, confidence 1, method probabilistic, matched record CLM-410332, policy version 1
- Record linked automaticallyf99537f5452026-10-19 19:54:38, scoring_agentidentity id MBR-015916, confidence 1, method probabilistic, matched record CLM-410332, policy version 1
- Record linked automaticallyb47dff80922026-10-19 19:52:09, scoring_agentidentity id MBR-015916, confidence 1, method probabilistic, matched record CLM-410332, policy version 1
- Record linked automatically52e445e6412026-10-19 19:45:42, scoring_agentidentity id MBR-015916, confidence 1, method probabilistic, matched record CLM-410332, policy version 1
- Record linked automatically8e37e16f1a2026-10-19 19:32:31, scoring_agentidentity id MBR-015916, confidence 1, method probabilistic, matched record CLM-410332, policy version 1
- Record linked automatically117dbc712b2026-10-19 19:31:28, matching_agentidentity id MBR-017835, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-113643