Record, CLM, bronze and silver
CLM-413102
Received 2026-08-15T01:58:29Z, line 80,935 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 | KELLY | Kelly | Changed |
| Middle | — | — | Unchanged |
| Last name | GUARRERO | Guarrero | Changed |
| Date of birth | 19980813 | 1998-08-13 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | — | — | Unchanged |
| SSN | •••-••-1149 | •••-••-1149 | Unchanged |
| Phone | 3754796593 | 3754796593 | Unchanged |
| — | — | Unchanged | |
| Address | 285 Cedar Ln | 285 Cedar Ln | Unchanged |
| City | Tempe | Tempe | Unchanged |
| State | Arizona | AZ | Changed |
| ZIP | 85206 | 85206 | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.66
- Name key
- kelly|guarrero
- Address key
- 285|cedar|85206
- Canonical first
- kelly
Quality flags
5 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)
- State name converted to codeFull state name replaced by its two-letter USPS code
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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 |
|---|---|---|---|---|
| ENR-117203 | 0.98 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-038781
- Method
- Scored
- Confidence
- 0.98
- Rule
- weighted score, no rule
Golden record: Kelly Guerrero, 1998-08-13, 2 records, Verified
Evidence
Matched against ENR-117203
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.94 | 3.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically2ec1ba59782026-10-22 12:43:55, scoring_agentidentity id MBR-038781, confidence 0.979, method probabilistic, matched record ENR-117203, policy version 1
- Record linked automatically11e1734ed62026-10-19 19:54:39, scoring_agentidentity id MBR-038781, confidence 0.979, method probabilistic, matched record ENR-117203, policy version 1
- Record linked automatically18b96eafc82026-10-19 19:52:09, scoring_agentidentity id MBR-038781, confidence 0.979, method probabilistic, matched record ENR-117203, policy version 1
- Record linked automaticallyc9e0a5c3d02026-10-19 19:45:42, scoring_agentidentity id MBR-038781, confidence 0.979, method probabilistic, matched record ENR-117203, policy version 1
- Record linked automatically31d0307bf22026-10-19 19:32:31, scoring_agentidentity id MBR-038781, confidence 0.979, method probabilistic, matched record ENR-117203, policy version 1