Record, CLM, bronze and silver
CLM-425383
Received 2026-08-28T16:27:08Z, line 52,166 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 | Juan | Juan | Unchanged |
| Middle | F | F | Unchanged |
| Last name | Santos | Santos | Unchanged |
| Date of birth | 1/4/1978 | 1978-01-04 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | ···· | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | null | — | Cleared |
| JOAN.SANTOS@HOTMAIL.COM | joan.santos@hotmail.com | Changed | |
| Address | 9445 Park Pl | 9445 Park Pl | Unchanged |
| City | SCOTTSDALE | Scottsdale | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85216 | 85216 | Unchanged |
| Group | GRP-9593 | GRP-9593 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.76
- Name key
- juan|santos
- Address key
- 9445|park|85216
- Canonical first
- juan
Quality flags
6 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- City re-casedCity re-cased to Title Case
- Email lower-casedEmail lower-cased
- 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-425384 | 0.98 | Scored | — | Auto-linked |
| PRV-27482 | 0.73 | Scored | — | Sent to steward |
| ENR-133211 | 0.72 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-023688
- Method
- Scored
- Confidence
- 0.98
- Rule
- weighted score, no rule
Golden record: Juan Santos, 1978-01-04, 2 records, Verified
Evidence
Matched against CLM-425384
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.94 | 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 automatically56ff89021b2026-10-19 19:54:38, scoring_agentidentity id MBR-023688, confidence 0.978, method probabilistic, matched record CLM-425384, policy version 1
- Record linked automatically28d9b0c78a2026-10-19 19:52:09, scoring_agentidentity id MBR-023688, confidence 0.978, method probabilistic, matched record CLM-425384, policy version 1
- Record linked automaticallyb695bda0b32026-10-19 19:45:42, scoring_agentidentity id MBR-023688, confidence 0.978, method probabilistic, matched record CLM-425384, policy version 1
- Record linked automaticallyc1647e218d2026-10-19 19:32:31, scoring_agentidentity id MBR-023688, confidence 0.978, method probabilistic, matched record CLM-425384, policy version 1
- Record linked automatically57730fff942026-10-19 19:31:28, matching_agentidentity id MBR-005776, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-61167