Record, CLM, bronze and silver
CLM-428690
Received 2026-08-08T10:50:26Z, line 2,359 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 | Rios, Lucia | Lucia | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Rios | Changed |
| Date of birth | 1939-04-02 | 1939-04-02 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | UNKNOWN | — | Cleared |
| SSN | - | — | Cleared |
| Phone | null | — | Cleared |
| LUCIA.RIOS@AOL.COM | lucia.rios@aol.com | Changed | |
| Address | 5436 CAMELBACK ROAD | 5436 Camelback Rd | Changed |
| City | Denver | Denver | Unchanged |
| State | CO | CO | Unchanged |
| ZIP | 80248 | 80248 | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.52
- Name key
- lucia|rios
- Address key
- 5436|camelback|80248
- Canonical first
- lucia
Quality flags
6 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- Email lower-casedEmail lower-cased
- 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 |
|---|---|---|---|---|
| CLM-428691 | 1.00 | Scored | — | Auto-linked |
| CLM-428692 | 1.00 | Scored | — | Auto-linked |
| CLM-428694 | 1.00 | Scored | — | Auto-linked |
| ENR-137641 | 1.00 | Scored | — | Auto-linked |
| ENR-137640 | 0.99 | Scored | — | Auto-linked |
| CLM-428693 | 0.81 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-006680
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Lucia Rios, 1939-04-02, 7 records, Verified
Evidence
Matched against CLM-428692
| 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 automatically3c5ea79ea82026-10-19 19:54:38, scoring_agentidentity id MBR-006680, confidence 1, method probabilistic, matched record CLM-428692, policy version 1
- Record linked automaticallyc210da4ee52026-10-19 19:52:09, scoring_agentidentity id MBR-006680, confidence 1, method probabilistic, matched record CLM-428692, policy version 1
- Record linked automaticallya90a2da7f92026-10-19 19:45:42, scoring_agentidentity id MBR-006680, confidence 1, method probabilistic, matched record CLM-428692, policy version 1
- Record linked automaticallye8e8994cf42026-10-19 19:32:31, scoring_agentidentity id MBR-006680, confidence 1, method probabilistic, matched record CLM-428692, policy version 1
- Record linked automatically7deca815bf2026-10-19 19:31:28, scoring_agentidentity id MBR-033632, confidence 1, method probabilistic, matched record CLM-428691, policy version 1